{"meta":{"query_hash":"d83162c8e761","filters":{"venue":"Frontiers in Human Dynamics"},"cohort_total":45,"direct_labels_cover":0,"predictions_cover":45,"exported":45,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/d83162c8e761","api":"https://metacan.xera.ac/api/v1/cohort?venue=Frontiers+in+Human+Dynamics"},"results":[{"id":"W3107181791","doi":"10.3389/fhumd.2020.588961","title":"Never Letting a Good Crisis Go to Waste: Canadian Interdiction of Asylum Seekers","year":2020,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"Refugee; Interdiction; Political science; Government (linguistics); Comprehensive Plan of Action; Politics; Law; Engineering","score_opus":0.009717779605949411,"score_gpt":0.2512475260664156,"score_spread":0.24152974646046618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107181791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73657256,0.00019165657,0.018169614,0.1735388,0.0029901145,0.0011790844,0.0014164243,0.000112768415,0.06582896],"genre_scores_gemma":[0.9905707,0.000008528448,0.000990207,0.006966554,0.0002379686,0.000006980073,0.000011669388,0.000015654077,0.0011917416],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988784,0.0000702485,0.00022938508,0.00021677135,0.00020033272,0.00040484182],"domain_scores_gemma":[0.99930024,0.000011922278,0.000088155044,0.00012499161,0.000036271296,0.00043839178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021078742,0.00009470253,0.00018387585,0.00018778922,0.00022043218,0.000039132156,0.00030270586,0.000103514794,0.000036250218],"category_scores_gemma":[0.00014951483,0.00012629743,0.000062136394,0.0005387968,0.00009696293,0.00020287598,0.000031131327,0.00017787835,0.000005411911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022721848,0.000016947777,0.049658444,0.000044048986,0.000043317992,0.000026595088,0.061794333,0.0015417109,0.000023880366,0.038314108,0.84260184,0.0059120404],"study_design_scores_gemma":[0.0010739588,0.0002545161,0.022630088,0.00023450899,0.00006211233,0.0000013974218,0.0989466,0.041785598,0.00006494404,0.0046522683,0.8292216,0.0010724107],"about_ca_topic_score_codex":0.82086474,"about_ca_topic_score_gemma":0.9706034,"teacher_disagreement_score":0.25399813,"about_ca_system_score_codex":0.0013239488,"about_ca_system_score_gemma":0.00033485919,"threshold_uncertainty_score":0.515026},"labels":[],"label_agreement":null},{"id":"W3115883702","doi":"10.3389/fhumd.2020.609694","title":"(In)Essential Bordering: Canada, COVID, and Mobility","year":2020,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Pierre Elliott Trudeau Foundation; Australian Government; Government of Canada; Canadian Institute for Advanced Research","keywords":"Coronavirus disease 2019 (COVID-19); Subsidy; Political science; Politics; Closure (psychology); Norm (philosophy); Pandemic; Political economy; Development economics; Economic growth; Sociology; Economics; Law","score_opus":0.01459642383533884,"score_gpt":0.27929791821798033,"score_spread":0.2647014943826415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115883702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98438525,0.00034547635,0.00054089696,0.011363033,0.00061928097,0.0003599731,0.000027269934,0.000035023044,0.0023238228],"genre_scores_gemma":[0.9984516,0.000084003055,0.0006114973,0.00045423402,0.00011148654,0.000012637882,0.000008078205,0.0000069111843,0.00025958352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988819,0.000097528246,0.00019951363,0.00026506122,0.00024711044,0.00030891594],"domain_scores_gemma":[0.9996724,0.000031785246,0.000048957663,0.0000681639,0.000028545937,0.0001501573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018782428,0.000107653395,0.00022100056,0.00002262099,0.00038161385,0.00004327337,0.00018726144,0.000076342585,0.0000310351],"category_scores_gemma":[0.00024459508,0.00011245322,0.000024421097,0.00019703343,0.00035029385,0.00013776154,0.000087978755,0.00019810931,3.6333805e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027678934,0.000056436766,0.915718,0.000085908265,0.00003145562,0.000054357162,0.051565163,0.00053981267,0.000013867337,0.009115372,0.021989921,0.00080203515],"study_design_scores_gemma":[0.00248613,0.000091778136,0.61286247,0.000052236064,0.000046159923,5.5146853e-7,0.1606992,0.05687948,0.000013939333,0.0072130207,0.15832396,0.0013310588],"about_ca_topic_score_codex":0.8065024,"about_ca_topic_score_gemma":0.9814686,"teacher_disagreement_score":0.30285552,"about_ca_system_score_codex":0.0011196171,"about_ca_system_score_gemma":0.00017626803,"threshold_uncertainty_score":0.45857093},"labels":[],"label_agreement":null},{"id":"W3127530180","doi":"10.3389/fhumd.2020.615865","title":"A Perspective on Reprioritizing Children’s’ Wellbeing Amidst COVID-19: Implications for Policymakers and Caregivers","year":2021,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Psychosocial; Government (linguistics); Quarter (Canadian coin); Storytelling; Public relations; Perspective (graphical); Political science; Psychology; Social media; 2019-20 coronavirus outbreak; Economic growth; Medicine; Psychiatry; Economics; Narrative; Geography","score_opus":0.034779876009059706,"score_gpt":0.40711472134683296,"score_spread":0.3723348453377733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127530180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9083573,0.0026989763,0.050563242,0.017132826,0.0020531353,0.002309957,0.0011973885,0.0002823399,0.015404793],"genre_scores_gemma":[0.98979497,0.00020691335,0.0032832546,0.0042040437,0.00017390693,0.00017889192,0.00032904305,0.000053671607,0.0017753297],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998439,0.00009167817,0.00025410808,0.0007006445,0.00008350432,0.0004310526],"domain_scores_gemma":[0.9989868,0.0001487448,0.000099715005,0.00045190562,0.000059181875,0.00025367294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019961553,0.00018072285,0.00026360908,0.0002807097,0.00045777476,0.00003779463,0.00014747147,0.00013811403,0.000019167426],"category_scores_gemma":[0.00016323877,0.00022696376,0.000091669295,0.00025863608,0.00016713352,0.000056472447,0.000062894425,0.00025001352,0.0000015868563],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016420562,0.00022769059,0.37355673,0.00011284656,0.00012983201,0.000031842603,0.023213651,0.00013257311,0.000030805135,0.5847445,0.011659284,0.0059960447],"study_design_scores_gemma":[0.008443923,0.0005955105,0.6881181,0.00015190057,0.00015550564,0.0001461051,0.17840694,0.0022666957,0.00001714702,0.10614427,0.014446685,0.0011071942],"about_ca_topic_score_codex":0.0053543225,"about_ca_topic_score_gemma":0.00476817,"teacher_disagreement_score":0.47860023,"about_ca_system_score_codex":0.0059638647,"about_ca_system_score_gemma":0.0004016833,"threshold_uncertainty_score":0.9978521},"labels":[],"label_agreement":null},{"id":"W3134613090","doi":"10.3389/fhumd.2021.624133","title":"Prevention, Protection and Participation: Children Affected by Armed Conflict","year":2021,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Typology; Transformative learning; Perspective (graphical); Citizen journalism; Child protection; Political science; Armed conflict; Criminology; Participatory action research; Action (physics); Sociology; Law","score_opus":0.016081169004063815,"score_gpt":0.3122048296910481,"score_spread":0.2961236606869843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134613090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9639292,0.000900936,0.03290455,0.00016222292,0.0005840415,0.00061696017,0.000033907017,0.000061019447,0.0008071841],"genre_scores_gemma":[0.99462354,0.000040360166,0.00070267444,0.0000935595,0.00006947817,0.00020450728,0.0008044017,0.000018652538,0.0034428174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988101,0.00021883429,0.0002964223,0.0003233667,0.0000997217,0.00025156635],"domain_scores_gemma":[0.99952877,0.000009775253,0.000101324586,0.00021628721,0.00005754936,0.00008629766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017221531,0.00011601288,0.00017585997,0.00009537539,0.00015118056,0.00003148737,0.000057293495,0.00014581185,0.00019097138],"category_scores_gemma":[0.00003181953,0.00013468078,0.00003067129,0.00022260624,0.00005724609,0.0000780433,0.0000136183435,0.00019470262,0.000005629416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099318044,0.00083496893,0.914858,0.000095499665,0.00017370518,0.000012409646,0.0074768113,0.000035839537,0.00011484141,0.0073008044,0.035584662,0.03341314],"study_design_scores_gemma":[0.0016133602,0.00014237972,0.99070936,0.000023583269,0.000025860374,0.000014414808,0.00053381774,0.003589459,0.000052229138,0.0021953,0.00092149636,0.00017872783],"about_ca_topic_score_codex":0.00016298865,"about_ca_topic_score_gemma":0.0015405813,"teacher_disagreement_score":0.07585137,"about_ca_system_score_codex":0.00009612566,"about_ca_system_score_gemma":0.00003466025,"threshold_uncertainty_score":0.54921234},"labels":[],"label_agreement":null},{"id":"W3155803177","doi":"10.3389/fhumd.2021.564084","title":"Community Sponsorship in Europe: Taking Stock, Policy Transfer and What the Future Might Hold","year":2021,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Confusion; Political science; Public relations; Stock (firearms); International community; Member state; Work (physics); Economic growth; Public administration; Member states; Business; European union; Law; Economics; International trade; Engineering","score_opus":0.027058957409920516,"score_gpt":0.311764009001666,"score_spread":0.2847050515917455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155803177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98428476,0.001859259,0.0008341684,0.0070394212,0.00044684808,0.0001785435,0.0000094286725,0.00003550308,0.005312059],"genre_scores_gemma":[0.9963135,0.0017651087,0.00013347882,0.0006869126,0.00029147996,0.00000838011,0.000020709653,0.000021399845,0.0007590278],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9953673,0.0035836424,0.00021462956,0.00018435874,0.0002141185,0.00043598472],"domain_scores_gemma":[0.9993983,0.00018669758,0.000024617433,0.00026199815,0.00004531615,0.000083103674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023624564,0.0001412094,0.00021420288,0.00019941796,0.0009808963,0.00033634767,0.000423516,0.00014911934,0.000022459988],"category_scores_gemma":[0.00027938664,0.00013008021,0.000047230216,0.0010064751,0.0004069356,0.00046629537,0.00004501936,0.0011837422,6.805601e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001291313,0.00022491785,0.29379213,0.00009608186,0.00005098367,0.000112361486,0.41275957,0.0004407727,0.000079677826,0.23520394,0.00045152646,0.056658912],"study_design_scores_gemma":[0.0011965245,0.00005060921,0.705901,0.00027864362,0.000031760435,0.000008368566,0.22619265,0.0028582613,0.000016919204,0.008500747,0.054409496,0.000555004],"about_ca_topic_score_codex":0.0055202604,"about_ca_topic_score_gemma":0.12490612,"teacher_disagreement_score":0.4121089,"about_ca_system_score_codex":0.0002537719,"about_ca_system_score_gemma":0.00020817523,"threshold_uncertainty_score":0.8910621},"labels":[],"label_agreement":null},{"id":"W3160093990","doi":"10.3389/fhumd.2021.625358","title":"Sustaining the Private Sponsorship of Resettled Refugees in Canada","year":2021,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; York University","funders":"","keywords":"Refugee; Context (archaeology); Public relations; Political science; Civil society; Government (linguistics); Injustice; Politics; Displaced person; Focus group; Economic growth; Business; Law; Geography; Marketing","score_opus":0.009949503526712878,"score_gpt":0.27080147702537133,"score_spread":0.26085197349865846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160093990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952287,0.00022528277,0.0006221325,0.0005510735,0.0004080191,0.00015025775,0.000011710056,0.000007735718,0.0027950855],"genre_scores_gemma":[0.9971702,0.00007002291,0.0006534253,0.00006383391,0.000048660615,0.000008972045,0.000053729753,0.0000075208422,0.0019236319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983861,0.0005927042,0.00031668466,0.00015510221,0.000306367,0.00024308628],"domain_scores_gemma":[0.99944425,0.000111440546,0.0001097705,0.0001955187,0.000105973246,0.00003304186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011814379,0.00007488161,0.0001636232,0.00009876694,0.00020804084,0.000034345743,0.00025490942,0.00006715495,0.00004705765],"category_scores_gemma":[0.0008077802,0.00006603588,0.000030705025,0.0004921625,0.0001387865,0.00012415892,0.000026383097,0.00020296908,1.9793124e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003815426,0.00003068759,0.6804368,0.000023898954,0.000013636534,0.000022671702,0.017309923,0.0007835469,0.00003419174,0.29637924,0.0037670555,0.0011601992],"study_design_scores_gemma":[0.0012217346,0.00007004711,0.53627306,0.0003333276,0.00003230061,0.000001871008,0.20576452,0.05386102,0.00055164227,0.09310787,0.10807426,0.00070835487],"about_ca_topic_score_codex":0.5572011,"about_ca_topic_score_gemma":0.9979902,"teacher_disagreement_score":0.4407891,"about_ca_system_score_codex":0.0015098028,"about_ca_system_score_gemma":0.001442472,"threshold_uncertainty_score":0.44574752},"labels":[],"label_agreement":null},{"id":"W3165061991","doi":"10.3389/fhumd.2021.660682","title":"The Gender-Based Violence and Precarity Nexus: Asylum-Seeking Women in the Eastern Mediterranean","year":2021,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"Social Sciences and Humanities Research Council of Canada; Agence Nationale de la Recherche","keywords":"Precarity; Citizenship; Domestic violence; Nexus (standard); Political science; Intersectionality; Vulnerability (computing); Refugee; Gender studies; Sociology; Criminology; Poison control; Suicide prevention; Politics; Law","score_opus":0.020634228271821105,"score_gpt":0.28418323161511305,"score_spread":0.26354900334329195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165061991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980571,0.0009530614,0.012667805,0.00057831564,0.0008548815,0.0002916099,0.000009848923,0.000023142551,0.0040503847],"genre_scores_gemma":[0.99863636,0.00036722762,0.00029828245,0.00019973518,0.00014132365,0.000040218307,0.000028056114,0.0000070431715,0.00028174225],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983155,0.0005721034,0.00023834562,0.00021323485,0.00033261557,0.00032819432],"domain_scores_gemma":[0.9994859,0.000112366644,0.00008045709,0.0002123396,0.00006198398,0.000046971698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016950432,0.00009710873,0.00012595902,0.000063367144,0.00066374487,0.00025545596,0.00032056996,0.00009819183,0.0000130274975],"category_scores_gemma":[0.00023912138,0.000070325594,0.00003124405,0.0002632004,0.0002990238,0.00018876816,0.000023990486,0.0002512136,5.444241e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031548974,0.00012572859,0.51284295,0.00004415738,0.000022287635,0.000015946469,0.3758515,0.00033980922,0.00001915711,0.03000456,0.001129473,0.079572864],"study_design_scores_gemma":[0.00064298406,0.000071842565,0.059486903,0.000218054,0.000014476224,0.0000015122656,0.25153047,0.55217385,0.000008993064,0.12637958,0.009135912,0.00033541973],"about_ca_topic_score_codex":0.0009453967,"about_ca_topic_score_gemma":0.11475723,"teacher_disagreement_score":0.55183405,"about_ca_system_score_codex":0.0004015945,"about_ca_system_score_gemma":0.00015942578,"threshold_uncertainty_score":0.90139616},"labels":[],"label_agreement":null},{"id":"W3182457246","doi":"10.3389/fhumd.2021.673104","title":"On Assessing Trustworthy AI in Healthcare. Machine Learning as a Supportive Tool to Recognize Cardiac Arrest in Emergency Calls","year":2021,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep André Laurendeau; Western University; Université du Québec à Montréal","funders":"","keywords":"Health care; Context (archaeology); Harm; Variety (cybernetics); Artificial intelligence; Knowledge management; Computer science; Engineering ethics; Medicine; Engineering; Political science; Law","score_opus":0.009717560270967505,"score_gpt":0.3081653970289798,"score_spread":0.29844783675801234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182457246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98789895,0.00046803275,0.0011785127,0.002810834,0.0055081607,0.0006189302,0.000023605064,0.000038652197,0.0014543525],"genre_scores_gemma":[0.9956367,0.00028619682,0.0018006118,0.00056505855,0.00019595936,0.00006364106,0.0007249328,0.000054874406,0.0006720227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975552,0.00033660198,0.00070063816,0.0005488733,0.0003603927,0.0004982775],"domain_scores_gemma":[0.99926186,0.000056415305,0.00012343253,0.00027715598,0.000120833036,0.0001602899],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006610499,0.00024009465,0.0006782448,0.0006139681,0.00009548935,0.000037997906,0.000078950914,0.00020469834,0.00003549134],"category_scores_gemma":[0.000640375,0.00026466593,0.00017128991,0.0009627415,0.000034763263,0.00014280084,0.00006255387,0.0010573195,0.000009646701],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021461277,0.00016457237,0.9739754,0.0001461554,0.000044777586,0.0006140325,0.0014410475,0.0022488474,0.00013713421,0.00044206553,0.0013049333,0.019266402],"study_design_scores_gemma":[0.0019411615,0.00021344228,0.9632737,0.0008213383,0.000050289997,0.000002723359,0.002391816,0.024447253,0.000038296635,0.0056513846,0.000690907,0.00047766257],"about_ca_topic_score_codex":0.0012524017,"about_ca_topic_score_gemma":0.0063982946,"teacher_disagreement_score":0.022198405,"about_ca_system_score_codex":0.0010989208,"about_ca_system_score_gemma":0.00029467692,"threshold_uncertainty_score":0.99998057},"labels":[],"label_agreement":null},{"id":"W3184894834","doi":"10.3389/fhumd.2021.654311","title":"Pandemic State Failure, Hydrocarbon Control, and Indigenous Territorial Counteraction in the Peruvian Amazon","year":2021,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Mining and Resource Management","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Indigenous; Amazon rainforest; Geography; State (computer science); Natural resource; Political science; Environmental protection; Ecology; Law","score_opus":0.003548491960467347,"score_gpt":0.19111125034177331,"score_spread":0.18756275838130596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184894834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928291,0.00044152676,0.0042281607,0.000035885467,0.0012844591,0.00018761794,0.000011709036,0.00005875182,0.0009228227],"genre_scores_gemma":[0.99924594,0.00014403099,0.00019974115,0.000038122784,0.00016172232,0.00002206039,0.00005124449,0.000022051814,0.00011506753],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991805,0.000070112,0.00020804498,0.00016529155,0.00014527906,0.00023075021],"domain_scores_gemma":[0.9997483,0.000023057119,0.000029502871,0.0001657006,0.000008835831,0.000024616882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023352724,0.00012786848,0.00017277815,0.00014202933,0.00006561995,0.00008098593,0.0001139642,0.00007593897,0.0000019747347],"category_scores_gemma":[0.000008434753,0.000115816874,0.000025810443,0.00012001141,0.000030274106,0.00005584806,0.000018784745,0.00032714717,5.5618136e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067511806,0.00013255564,0.7959345,0.00027891935,0.00019128552,0.00035690368,0.040785257,0.14234579,0.00054780283,0.00021863103,0.0039562895,0.015184576],"study_design_scores_gemma":[0.00227335,0.00007044654,0.05580942,0.00010565821,0.000040438026,0.000022260576,0.009852267,0.9183393,0.000009338292,0.00065117626,0.012447587,0.00037873597],"about_ca_topic_score_codex":0.0001610674,"about_ca_topic_score_gemma":0.0026100213,"teacher_disagreement_score":0.7759935,"about_ca_system_score_codex":0.00028021884,"about_ca_system_score_gemma":0.000009359572,"threshold_uncertainty_score":0.4722875},"labels":[],"label_agreement":null},{"id":"W3186504471","doi":"10.3389/fhumd.2021.688152","title":"Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier","year":2021,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep André Laurendeau; Université du Québec à Montréal","funders":"Horizon 2020 Framework Programme; Deutsche Forschungsgemeinschaft; European Commission","keywords":"Trustworthiness; Checklist; Multidisciplinary approach; Computer science; Health care; Artificial intelligence; Deep learning; Component (thermodynamics); Classifier (UML); Multidisciplinary team; Engineering management; Knowledge management; Engineering; Psychology; Medicine; Nursing; Computer security","score_opus":0.07294953421587555,"score_gpt":0.3746737672008922,"score_spread":0.3017242329850166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186504471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5832497,0.001168812,0.40999892,0.0028856874,0.0013142704,0.00089192105,0.000007910835,0.00007506783,0.00040772493],"genre_scores_gemma":[0.99322987,0.00007685677,0.005610534,0.00039727418,0.0000970445,0.00004396172,0.0002573922,0.00003334687,0.00025370528],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99778336,0.00041420737,0.00080573914,0.00035221464,0.00028236263,0.00036211865],"domain_scores_gemma":[0.99898875,0.00011147863,0.00018655158,0.0003073076,0.00028449576,0.00012138926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075332227,0.00015816058,0.0004924094,0.00044792486,0.00010794069,0.000016068236,0.000093416646,0.00026915295,0.00002791568],"category_scores_gemma":[0.00020099724,0.00017472397,0.00008232947,0.00056154886,0.000084922984,0.000078527235,0.000012645617,0.00066106743,0.0000037325872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045840812,0.00042164786,0.88215685,0.0019233022,0.000024018267,0.00018832815,0.0028722407,0.02937745,0.00031017553,0.0025881073,0.00086001214,0.07881949],"study_design_scores_gemma":[0.00036566335,0.00043011102,0.026521271,0.0010411629,0.00002976252,0.00001670816,0.016109124,0.95211476,0.0019436118,0.0009015277,0.00029796085,0.00022833176],"about_ca_topic_score_codex":0.0014741949,"about_ca_topic_score_gemma":0.0018585521,"teacher_disagreement_score":0.9227373,"about_ca_system_score_codex":0.0012758324,"about_ca_system_score_gemma":0.00060423795,"threshold_uncertainty_score":0.7125037},"labels":[],"label_agreement":null},{"id":"W3188525563","doi":"10.3389/fhumd.2021.644846","title":"How Sexual and Gender-Based Violence Affects the Settlement Experiences Among Yazidi Refugee Women in Canada","year":2021,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Agence Nationale de la Recherche","keywords":"Refugee; Settlement (finance); Sexual violence; Mental health; Psychological intervention; Political science; Gender studies; Human rights; Criminology; Psychology; Psychiatry; Sociology; Business; Law","score_opus":0.013274775628194518,"score_gpt":0.2662024925511445,"score_spread":0.25292771692294996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188525563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966259,0.0007704728,0.00086587714,0.00033210518,0.0009104462,0.00026573645,0.000039348804,0.000010945898,0.00017915212],"genre_scores_gemma":[0.9986989,0.000020311803,0.00023236687,0.00035873082,0.0000360853,0.00026563642,0.00007281817,0.000012615662,0.00030255187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844444,0.0002453542,0.00020957601,0.00036684913,0.00019682695,0.00053693296],"domain_scores_gemma":[0.99940115,0.000057061254,0.000084417516,0.00031332622,0.000021480872,0.00012255191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000320736,0.00014364376,0.00020073108,0.00008149038,0.00014616051,0.000046263394,0.00017774831,0.00007103603,0.000060573424],"category_scores_gemma":[0.0000224157,0.00012743825,0.000012853949,0.00021441662,0.00011319996,0.00006446394,0.000028886852,0.00023522176,2.4452663e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023820508,0.00004877509,0.95169824,0.00007085934,0.000017125329,0.000093629555,0.03777042,0.00010883327,0.000002214916,0.0007244306,0.0028569927,0.0065846634],"study_design_scores_gemma":[0.00091828505,0.000086418,0.67745924,0.000031309664,0.0000060086513,0.0000036875522,0.3059865,0.013709098,0.000012307133,0.0010913131,0.00046453203,0.00023132763],"about_ca_topic_score_codex":0.11463671,"about_ca_topic_score_gemma":0.95488244,"teacher_disagreement_score":0.8402457,"about_ca_system_score_codex":0.0010109429,"about_ca_system_score_gemma":0.0005019371,"threshold_uncertainty_score":0.891259},"labels":[],"label_agreement":null},{"id":"W3215824258","doi":"10.3389/fhumd.2021.668264","title":"Inclusive Resettlement? Integration Pathways of Resettled Refugees With Disabilities in Germany and Canada","year":2021,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Refugee; Agency (philosophy); Context (archaeology); Immigration; Intersectionality; Political science; Settlement (finance); Gender studies; Narrative; Disability studies; Sociology; Social science; Geography","score_opus":0.009981013018784755,"score_gpt":0.2842870368645815,"score_spread":0.2743060238457968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215824258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926041,0.00007377125,0.00023300934,0.001280681,0.00016573757,0.00022352871,0.00005604005,0.00000706255,0.005356093],"genre_scores_gemma":[0.99821776,0.000038405808,0.0007676637,0.000017073731,0.00002096293,0.000014430674,0.000096664546,0.0000062832446,0.00082078035],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987807,0.00023474073,0.0002675764,0.00021429786,0.000324104,0.00017854209],"domain_scores_gemma":[0.9995355,0.00008767819,0.00007526941,0.00015902337,0.00010123065,0.000041320855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035917704,0.000077250275,0.0001811989,0.000077130455,0.00017048395,0.000036220878,0.00010768888,0.000058531623,0.000027296832],"category_scores_gemma":[0.0001885147,0.00006508032,0.000015865844,0.00022176323,0.00064618106,0.00018182876,0.000054341377,0.0001195368,4.6270323e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006825562,0.00016523633,0.75034654,0.0001116912,0.000024319655,0.000025147252,0.042330693,0.00023034854,0.00010760024,0.20288515,0.0016268225,0.0020781613],"study_design_scores_gemma":[0.0016264536,0.00013744688,0.2079664,0.00038000406,0.000028331311,0.0000014831362,0.5621857,0.006361264,0.00044449358,0.21781702,0.0025522322,0.0004991536],"about_ca_topic_score_codex":0.5367491,"about_ca_topic_score_gemma":0.9951742,"teacher_disagreement_score":0.54238015,"about_ca_system_score_codex":0.00080687605,"about_ca_system_score_gemma":0.00048339495,"threshold_uncertainty_score":0.4663357},"labels":[],"label_agreement":null},{"id":"W4212959606","doi":"10.3389/fhumd.2022.670647","title":"The Design and Evaluation of Emergency Call Taking User Interfaces for Next Generation 9-1-1","year":2022,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Fidelity; Focus (optics); Multimedia; Situation awareness; Interface (matter); Videoconferencing; Modalities; Work (physics); Human–computer interaction; Telecommunications; Engineering","score_opus":0.06888861971463843,"score_gpt":0.2985425041864498,"score_spread":0.22965388447181134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212959606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5017073,0.0006515687,0.49610654,0.000023797564,0.0009949367,0.0004002121,0.000011614188,0.00002152825,0.000082505],"genre_scores_gemma":[0.9907225,0.00010775975,0.008717113,0.0000056842955,0.000027433014,0.00019975936,0.00007697988,0.00002183958,0.000120943325],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920946,0.000105409206,0.0002626229,0.00010512977,0.00020115686,0.00011623716],"domain_scores_gemma":[0.99969095,0.000027109973,0.00008098358,0.00011934487,0.00006726139,0.0000143670895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010316172,0.0000798429,0.000092206996,0.00008664484,0.0002313835,0.000025485635,0.0001218847,0.00003133411,0.00001872485],"category_scores_gemma":[0.000039223098,0.000079836595,0.000024186922,0.00010664696,0.000019652367,0.00009564935,0.000030126692,0.000099710465,7.215571e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008284575,0.000009981584,0.0020796156,0.00001954577,0.000025470821,7.227349e-8,0.00062945497,0.9774443,0.0009670411,0.0027244138,0.0031451222,0.012946688],"study_design_scores_gemma":[0.00027366178,0.000033602766,0.00060528505,0.0000033866506,0.000026414815,3.348233e-7,0.0007285773,0.9951027,0.00007709197,0.002824304,0.00023830314,0.000086323606],"about_ca_topic_score_codex":0.0000056548024,"about_ca_topic_score_gemma":0.00023643665,"teacher_disagreement_score":0.4890152,"about_ca_system_score_codex":0.00029590938,"about_ca_system_score_gemma":0.000017120776,"threshold_uncertainty_score":0.32556418},"labels":[],"label_agreement":null},{"id":"W4282842745","doi":"10.3389/fhumd.2022.858229","title":"Assessment of Water-Migration-Gender Interconnections in Ethiopia","year":2022,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Maastricht Economic and Social Research Institute on Innovation and Technology, United Nations University; Universiteit Gent","keywords":"Nexus (standard); Population; Focus group; Water quality; Corporate governance; Water stress; Geography; Business; Environmental planning; Demographic economics; Environmental resource management; Environmental science; Engineering; Ecology; Environmental health; Economics; Medicine; Biology; Marketing","score_opus":0.06608927413791522,"score_gpt":0.33903288365502765,"score_spread":0.27294360951711244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282842745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97593766,0.000027256005,0.014999607,0.00063317927,0.0011807047,0.00035907116,0.000041159114,0.000034103563,0.0067872377],"genre_scores_gemma":[0.9964913,0.00004086608,0.0022683246,0.00004692569,0.000036856087,0.000111689646,0.00032990877,0.000011949206,0.000662163],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99854237,0.00034907582,0.00035366009,0.00019538413,0.00033836224,0.00022113502],"domain_scores_gemma":[0.99963,0.00003942018,0.000099815035,0.00014164811,0.00005953917,0.000029624061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010003196,0.000081322025,0.00015730002,0.00045613857,0.00043299494,0.000029662133,0.00020747639,0.00006268296,0.00027103184],"category_scores_gemma":[0.000039863346,0.000092227034,0.000046046967,0.00040917602,0.00011239773,0.00019651043,0.00006529431,0.00025864082,5.582363e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008778528,0.0002735656,0.6932269,0.00002890045,0.000018964192,0.0000037248972,0.16451295,0.019104436,0.0003792302,0.12059909,0.0011616147,0.0006819063],"study_design_scores_gemma":[0.0009571448,0.0001435258,0.21557201,0.000031020576,0.000024830839,9.873645e-7,0.46424302,0.26387346,0.000048558803,0.050184563,0.004496815,0.00042408446],"about_ca_topic_score_codex":0.006940649,"about_ca_topic_score_gemma":0.31166464,"teacher_disagreement_score":0.47765484,"about_ca_system_score_codex":0.0019704956,"about_ca_system_score_gemma":0.000114624556,"threshold_uncertainty_score":0.99967223},"labels":[],"label_agreement":null},{"id":"W4307836553","doi":"10.3389/fhumd.2022.989387","title":"Where are rooted networks in digital political ecologies?","year":2022,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Popularity; Politics; Forgetting; Sociology; Perspective (graphical); Epistemology; Power (physics); Space (punctuation); Key (lock); Social science; Environmental ethics; Computer science; Political science; Ecology; Psychology; Law; Biology; Artificial intelligence","score_opus":0.011930476066400476,"score_gpt":0.27908902247260814,"score_spread":0.2671585464062077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307836553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97056097,0.00030245952,0.0008693451,0.0021231682,0.004197851,0.00039346662,0.000114878014,0.00012123868,0.021316653],"genre_scores_gemma":[0.9983685,0.000027790556,0.00014016678,0.00020464686,0.0002847954,0.00005219866,0.00006631404,0.000017826738,0.00083773944],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982082,0.00019762656,0.00025374498,0.0002147397,0.0003101254,0.00081556506],"domain_scores_gemma":[0.99947697,0.0001388169,0.00007572646,0.00014091149,0.000026930065,0.00014065689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002458648,0.00011301331,0.00024126378,0.00016793805,0.00050676,0.00008486114,0.00041525532,0.00016128342,0.00009480212],"category_scores_gemma":[0.0002622219,0.00014420995,0.00006371896,0.00045899587,0.00038393028,0.0001446888,0.00015461881,0.00058285566,0.0000015979389],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007235698,0.000082230865,0.843546,0.0000052711202,0.000006326089,0.000052186653,0.0032237929,0.0010226117,3.3553864e-8,0.14564489,0.0056964695,0.00071299187],"study_design_scores_gemma":[0.0013559746,0.00016251748,0.13151115,0.00005186587,0.000021456857,0.000002094746,0.51817995,0.054490387,2.7760854e-7,0.2523336,0.041072942,0.0008177734],"about_ca_topic_score_codex":0.0016796569,"about_ca_topic_score_gemma":0.020054938,"teacher_disagreement_score":0.7120348,"about_ca_system_score_codex":0.002311352,"about_ca_system_score_gemma":0.0001623035,"threshold_uncertainty_score":0.9978265},"labels":[],"label_agreement":null},{"id":"W4311633536","doi":"10.3389/fhumd.2022.1044321","title":"Subsidies and allocation: A legacy of distortion and intergenerational loss","year":2022,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Social Sciences and Humanities Research Council of Canada; University of Washington; Ocean Nexus Center, EarthLab, University of Washington; Waterloo Foundation; EarthLab, University of Washington; Oak Foundation; Mitacs; Pew Charitable Trusts","keywords":"Subsidy; Fishing; Tuna; Transparency (behavior); Fishery; Business; Negotiation; Corporate governance; Commission; Natural resource economics; Economics; Public economics; Political science; Finance","score_opus":0.006854938523460628,"score_gpt":0.21972377668690135,"score_spread":0.2128688381634407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311633536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893933,0.00003614999,0.0040896866,0.00018241667,0.00009004032,0.00008035648,0.000009302923,0.0000040454765,0.0061146924],"genre_scores_gemma":[0.99756956,0.000037983857,0.00096429867,0.000016682148,0.000007910945,0.000021158708,0.000060194045,0.0000038997423,0.0013182855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952483,0.00003084134,0.000108853295,0.000118802614,0.0001438541,0.00007280859],"domain_scores_gemma":[0.99987406,0.000004992049,0.000028761582,0.00006853477,0.0000033781232,0.00002029844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012395823,0.000040587678,0.00006489759,0.00003929112,0.00012266582,0.000013601444,0.000070106595,0.000012745921,0.00060803175],"category_scores_gemma":[0.0000073822625,0.000045162742,0.000008671557,0.000082711274,0.00019938248,0.00012963213,0.00026864925,0.000079841666,1.3841158e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001556142,0.000028068385,0.98625064,0.000009119144,0.0000040284085,0.0000020539344,0.00047170135,0.0003598953,0.000051026753,0.0015360286,0.0013508387,0.0099210255],"study_design_scores_gemma":[0.0006878873,0.00027272032,0.7120945,0.000003957343,0.000009167522,0.000015066388,0.0030442004,0.25634655,0.000042672928,0.009777531,0.01743713,0.00026861197],"about_ca_topic_score_codex":0.0002839665,"about_ca_topic_score_gemma":0.0008923215,"teacher_disagreement_score":0.27415615,"about_ca_system_score_codex":0.00016911165,"about_ca_system_score_gemma":0.0000044870276,"threshold_uncertainty_score":0.6657522},"labels":[],"label_agreement":null},{"id":"W4322773686","doi":"10.3389/fhumd.2023.1097414","title":"The implications of warmer winters for ice climbing: A case study of the Mount Washington Valley, New Hampshire, USA","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Adventure Sports and Sensation Seeking","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"American Alpine Club; National Geographic Society; National Science Foundation","keywords":"Climbing; Mount; Climatology; Climate change; Livelihood; Vulnerability (computing); Environmental science; Geography; Physical geography; Geology; Oceanography; Engineering; Archaeology","score_opus":0.03740339679435664,"score_gpt":0.3379307612853182,"score_spread":0.3005273644909615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322773686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811335,0.00003816376,0.015102979,0.00051305187,0.001536124,0.0009622876,0.000025081614,0.000023384076,0.00066538923],"genre_scores_gemma":[0.996362,0.0000055349556,0.00034356146,0.00004963318,0.000050128252,0.00005757979,0.000019642415,0.000026906282,0.0030850696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987695,0.00008130524,0.000525639,0.00024264987,0.00014234336,0.00023855228],"domain_scores_gemma":[0.9987806,0.00013648516,0.00034898196,0.0006258644,0.000072805575,0.000035274956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045781507,0.000119557735,0.00021408498,0.00013419946,0.00030736753,0.000019521265,0.00037897498,0.00007519743,0.000014103282],"category_scores_gemma":[0.000040909727,0.000083558974,0.00012059588,0.00031869463,0.000114899776,0.00004110433,0.00008120503,0.00017747891,9.300945e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019854445,0.0009244995,0.6990334,0.000073649855,0.0006393186,0.00005138372,0.14418851,0.0060264813,0.00011365778,0.07944905,0.047384966,0.021916585],"study_design_scores_gemma":[0.004216648,0.00059245754,0.4682454,0.0000864243,0.00034881802,0.00008142686,0.45766342,0.035556477,0.000009871491,0.021653343,0.011033117,0.000512604],"about_ca_topic_score_codex":0.0022650715,"about_ca_topic_score_gemma":0.009471664,"teacher_disagreement_score":0.31347492,"about_ca_system_score_codex":0.0001382555,"about_ca_system_score_gemma":0.000031341173,"threshold_uncertainty_score":0.52854115},"labels":[],"label_agreement":null},{"id":"W4323309872","doi":"10.3389/fhumd.2023.1075306","title":"Family reunion policy for resettled refugees: Governance, challenges and impacts","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Ottawa","keywords":"Refugee; Economic growth; Political science; Family reunification; Development economics; Immigration; Economics; Law","score_opus":0.02885742023934043,"score_gpt":0.35331471098541606,"score_spread":0.32445729074607566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323309872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752776,0.007626471,0.0010653976,0.0028095115,0.0017104194,0.0009010364,0.00030985204,0.00019450104,0.010105196],"genre_scores_gemma":[0.98517376,0.0060557947,0.0013157869,0.00035146368,0.000432403,0.00020357895,0.00043529272,0.000066092485,0.0059658107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99858415,0.00008462328,0.0003149548,0.00036588695,0.00012682047,0.0005235546],"domain_scores_gemma":[0.9992867,0.00006810701,0.00012267694,0.00035870972,0.000038060072,0.00012572494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046370973,0.00015403458,0.00025396494,0.000329352,0.00014667938,0.000018779589,0.00016519676,0.00020291298,0.0000071619015],"category_scores_gemma":[0.00010838903,0.00016334979,0.000043102376,0.00029901534,0.00007614109,0.00009199989,0.00003134469,0.00018142049,0.000010483894],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039433304,0.0001327454,0.024783367,0.0003963298,0.000084299674,0.000022184702,0.017884942,0.000025008863,0.00001902702,0.634207,0.23979305,0.08225768],"study_design_scores_gemma":[0.0024914122,0.00038911775,0.88438314,0.00009540373,0.000013649208,0.000004218496,0.0047153216,0.0072037545,0.0000012725376,0.06867382,0.031725418,0.0003034715],"about_ca_topic_score_codex":0.0004552121,"about_ca_topic_score_gemma":0.003941307,"teacher_disagreement_score":0.85959977,"about_ca_system_score_codex":0.00024262129,"about_ca_system_score_gemma":0.0000583039,"threshold_uncertainty_score":0.66612107},"labels":[],"label_agreement":null},{"id":"W4324139416","doi":"10.3389/fhumd.2023.1160191","title":"Corrigendum: Assessment of water-migration-gender interconnections in Ethiopia","year":2023,"lang":"en","type":"erratum","venue":"Frontiers in Human Dynamics","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Hum; Front (military); Volume (thermodynamics); Political science; Environmental science; Oceanography; History; Geology; Physics; Thermodynamics; Art history","score_opus":0.09919500529002809,"score_gpt":0.35323594822814697,"score_spread":0.25404094293811885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324139416","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14664184,0.00092099304,0.07643103,0.004941563,0.5035565,0.0068678143,0.001984703,0.0011043265,0.25755125],"genre_scores_gemma":[0.2425207,0.007131488,0.006947498,0.00020070783,0.0030657921,0.00081986067,0.035521645,0.0004195835,0.7033727],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99694717,0.00043616633,0.00089771446,0.0005182822,0.0006688274,0.0005318611],"domain_scores_gemma":[0.9988926,0.000062381885,0.0003660688,0.00036393903,0.00023854077,0.0000764881],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013226232,0.00030052016,0.0005779073,0.0013992676,0.00035659413,0.00010596261,0.00049036404,0.00085821893,0.00014835097],"category_scores_gemma":[0.00016930094,0.0003258836,0.0001494891,0.0008064559,0.0003044502,0.0002878408,0.000089807836,0.0010705031,0.000007858303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009505925,0.00022935423,0.07687148,0.000338136,0.000093475595,0.000016834903,0.117198125,0.0011588827,0.00002456459,0.02590089,0.77751154,0.00064719777],"study_design_scores_gemma":[0.0016305788,0.00025371925,0.10035451,0.0015456291,0.00023742203,0.0000015960467,0.3405348,0.3244573,0.000013931134,0.07239646,0.15629134,0.0022827296],"about_ca_topic_score_codex":0.019506786,"about_ca_topic_score_gemma":0.82604086,"teacher_disagreement_score":0.8065341,"about_ca_system_score_codex":0.003494507,"about_ca_system_score_gemma":0.0005716464,"threshold_uncertainty_score":0.9999193},"labels":[],"label_agreement":null},{"id":"W4362465824","doi":"10.3389/fhumd.2023.1130918","title":"The Tourism Adaptation Classification (TAC) framework: An application to New Zealand's Glacier country","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Tourism; Adaptation (eye); Visitor pattern; Tourism geography; Environmental resource management; Desk; Business; Ecotourism; Glacier; Corporate governance; Process management; Geography; Regional science; Environmental planning; Political science; Computer science; Physical geography; Economics","score_opus":0.028682942850735322,"score_gpt":0.34213271640581977,"score_spread":0.31344977355508447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362465824","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41628048,0.00014585056,0.50813437,0.04067802,0.0045776176,0.004231442,0.000069737616,0.0011507955,0.024731666],"genre_scores_gemma":[0.93286026,0.0004922562,0.017904026,0.00028866922,0.0015520903,0.00023748963,0.00046041692,0.000072271614,0.04613255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979361,0.00020093308,0.0002373717,0.00035020077,0.0007515735,0.0005238017],"domain_scores_gemma":[0.9989888,0.0001286868,0.00009717085,0.00044917225,0.00011058731,0.00022557698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014173792,0.000112724716,0.00012578415,0.00027716736,0.0009635481,0.00035105133,0.00079122477,0.0001964114,0.00001691202],"category_scores_gemma":[0.0003411997,0.000109426364,0.00003593689,0.0011686895,0.00020223971,0.00037224113,0.000078147576,0.0003246007,0.00008526354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009335849,0.00010768282,0.03453579,0.000009836926,0.000037055423,0.000024194578,0.028321464,0.0062143756,0.000037817063,0.37194562,0.27755508,0.28111774],"study_design_scores_gemma":[0.00041147016,0.00009277713,0.0871984,0.000035451532,0.00001744735,2.2963785e-7,0.06928741,0.30788827,0.0000033076715,0.3472253,0.18742292,0.00041703111],"about_ca_topic_score_codex":0.008002419,"about_ca_topic_score_gemma":0.018427806,"teacher_disagreement_score":0.51657975,"about_ca_system_score_codex":0.00070648413,"about_ca_system_score_gemma":0.00021789852,"threshold_uncertainty_score":0.99948335},"labels":[],"label_agreement":null},{"id":"W4364367811","doi":"10.3389/fhumd.2023.1088033","title":"The influence of international criminal law on refugee law","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Refugee; Law; Convention; Refugee law; Criminal law; Political science; Crimes against humanity; International law; War crime; Criminology; Humanity; Sociology","score_opus":0.01283669188038371,"score_gpt":0.30410041403764565,"score_spread":0.29126372215726193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364367811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84606856,0.0000064388455,0.00003894071,0.00048295985,0.0012230417,0.00010192675,0.000023559654,0.00004310504,0.15201144],"genre_scores_gemma":[0.99019283,0.000019191899,0.00014032243,0.00018078678,0.000144596,0.000010791923,0.0000351235,0.000008345506,0.009268023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99885243,0.00007286134,0.00022709912,0.00014705672,0.0004878678,0.00021267844],"domain_scores_gemma":[0.9995267,0.00009048445,0.00009162252,0.0001444908,0.00011382485,0.000032886193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050905277,0.00007391581,0.00009605043,0.00010036228,0.0006857525,0.00007362327,0.00063863344,0.00006427122,0.000020567162],"category_scores_gemma":[0.000040693023,0.000060578062,0.000052869433,0.000088701476,0.00080586335,0.0001480351,0.00004994028,0.00015645358,0.000017544238],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019063938,0.000019949635,0.00091063126,0.0000033399415,0.0000146645425,0.0000060432803,0.0014115442,0.00095844734,0.0000034541026,0.99566513,0.0008815963,0.000106161635],"study_design_scores_gemma":[0.00023863687,0.000047391906,0.012294222,0.000056426634,0.000007645183,2.8269037e-7,0.00087458367,0.002681684,0.000018409331,0.895781,0.08786221,0.00013751503],"about_ca_topic_score_codex":0.001955204,"about_ca_topic_score_gemma":0.033790052,"teacher_disagreement_score":0.14412424,"about_ca_system_score_codex":0.0002927599,"about_ca_system_score_gemma":0.00003695392,"threshold_uncertainty_score":0.98384076},"labels":[],"label_agreement":null},{"id":"W4383313665","doi":"10.3389/fhumd.2023.1172954","title":"The use and abuse of forced migration and displacement as a weapon of war","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Forced migration; Genocide; Political science; Refugee; State (computer science); Politics; Displaced person; Authoritarianism; Political economy; Spanish Civil War; Law; Criminology; Sociology; Democracy","score_opus":0.015305942029519827,"score_gpt":0.27896508220024424,"score_spread":0.2636591401707244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383313665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984559,0.00015642807,0.0003772321,0.00025061422,0.00016581806,0.000228941,0.000022973492,0.000014930506,0.00032719786],"genre_scores_gemma":[0.99536544,0.0036897291,0.00029591902,0.000014798936,0.000010126252,0.0000057952084,0.0000320151,0.00000574804,0.00058039906],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992234,0.000083794796,0.0002009447,0.00011808214,0.00020097499,0.00017277114],"domain_scores_gemma":[0.9996313,0.00007754003,0.00009746973,0.00010970819,0.000045196663,0.000038794646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042306178,0.00006607275,0.00013205394,0.000085113104,0.00023546867,0.000035180146,0.00011456313,0.00007075085,6.521701e-7],"category_scores_gemma":[0.00010774703,0.000057614394,0.000025894065,0.00022446987,0.00038033788,0.00014961099,0.000036809142,0.000067526336,2.1658963e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012922271,0.00009516501,0.47667336,0.00012105209,0.000073774674,0.000004457874,0.1142345,0.0011247759,0.00011580311,0.39829955,0.005178851,0.003949489],"study_design_scores_gemma":[0.0013860338,0.00028045327,0.08695732,0.00016722559,0.000070510614,7.5289336e-7,0.120005436,0.72837806,0.000019388388,0.049685035,0.012669904,0.00037991357],"about_ca_topic_score_codex":0.0034725429,"about_ca_topic_score_gemma":0.06784621,"teacher_disagreement_score":0.72725326,"about_ca_system_score_codex":0.00007682057,"about_ca_system_score_gemma":0.00002484171,"threshold_uncertainty_score":0.9491632},"labels":[],"label_agreement":null},{"id":"W4387102746","doi":"10.3389/fhumd.2023.1144668","title":"Reflexivity, embodiment, and ethics of care in rangeland political ecology: reflections of three feminist researchers on the experience of transdisciplinary knowledge co-production","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"MAVA Foundation; AXA Research Fund; University of Victoria","keywords":"Reflexivity; Sociology; Participatory action research; Political ecology; Politics; Action research; Social science; Political science; Pedagogy; Anthropology","score_opus":0.07827211090753564,"score_gpt":0.39786402054534387,"score_spread":0.31959190963780826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387102746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98073244,0.000029332374,0.000060507657,0.0006260035,0.00017590572,0.0003623062,0.000015724981,0.000009217142,0.01798854],"genre_scores_gemma":[0.999369,0.000048914128,0.0002047302,0.000008038778,0.000009586219,0.000043292992,0.000016627551,0.000008216552,0.00029155216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988783,0.00021049425,0.00026385346,0.00023847923,0.00016470316,0.0002441645],"domain_scores_gemma":[0.99950397,0.00015791642,0.00007385604,0.00021877198,0.0000112521,0.000034259494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080896396,0.00008727253,0.00020829009,0.00021610681,0.00013632166,0.0000035859528,0.000210919,0.00012769156,0.000031803076],"category_scores_gemma":[0.00009199148,0.00007431686,0.000033352895,0.0004308164,0.0011863762,0.000050013325,0.00013911512,0.00032025736,0.0000013479242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017589309,0.00018286581,0.93446654,0.00017046141,0.000017224389,0.0000036635702,0.04506559,0.00052519527,0.0003682295,0.017940678,0.0007874056,0.0002962269],"study_design_scores_gemma":[0.0005172905,0.00068975496,0.92979383,0.00006490711,0.000015278083,8.5932425e-7,0.047216702,0.002422861,0.00031145453,0.018729063,0.0001244437,0.000113572736],"about_ca_topic_score_codex":0.0001632862,"about_ca_topic_score_gemma":0.021607704,"teacher_disagreement_score":0.021444418,"about_ca_system_score_codex":0.00023056615,"about_ca_system_score_gemma":0.000018421511,"threshold_uncertainty_score":0.9962454},"labels":[],"label_agreement":null},{"id":"W4388671979","doi":"10.3389/fhumd.2023.1238605","title":"Current methodological approaches in studying the use of advanced digital technologies in migration management","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Emerging technologies; Data science; Knowledge management; Thematic analysis; Computer science; Qualitative research; Sociology; Social science","score_opus":0.198742960179601,"score_gpt":0.36242108799222866,"score_spread":0.16367812781262767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388671979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821384,0.0001220738,0.015181024,0.0009928765,0.0003232973,0.0007189826,0.000015626963,0.00012771974,0.0003800131],"genre_scores_gemma":[0.9905311,0.0010660021,0.007863824,0.000006189131,0.0000082773395,0.000092643626,0.00006523551,0.000008146331,0.00035862316],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99868876,0.00025470596,0.00034540784,0.0002216532,0.00023975273,0.00024971942],"domain_scores_gemma":[0.9995395,0.0001451446,0.000104772065,0.0001781014,0.000018661938,0.000013809564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009946959,0.000098324876,0.00019626445,0.0004684862,0.00010435267,0.00007388562,0.00031787393,0.00009311407,0.000001291324],"category_scores_gemma":[0.0003406457,0.00007334299,0.000039131235,0.001399489,0.00027309472,0.00028214228,0.00011250897,0.00023334713,5.5397214e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024132973,0.00016961376,0.5834955,0.00004082822,0.000011993546,0.000007710999,0.020088209,0.057770316,0.0000019680422,0.09725603,0.00046500223,0.24066868],"study_design_scores_gemma":[0.0006253321,0.0000418575,0.09668792,0.00012244622,0.000009551178,1.06095406e-7,0.3056733,0.5430707,0.0000019142901,0.04496397,0.008516327,0.0002865945],"about_ca_topic_score_codex":0.00012562837,"about_ca_topic_score_gemma":0.043679923,"teacher_disagreement_score":0.48680758,"about_ca_system_score_codex":0.00030059976,"about_ca_system_score_gemma":0.000018348594,"threshold_uncertainty_score":0.97377044},"labels":[],"label_agreement":null},{"id":"W4388946541","doi":"10.3389/fhumd.2023.1264942","title":"Reviewing the reviews: the Global Compacts' added value in access to asylum procedures and immigration detention","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada; European Commission","keywords":"Refugee; Immigration; Compliance (psychology); European union; Political science; Value (mathematics); Human rights; State (computer science); Law and economics; Law; Business; International trade; Sociology; Computer science; Psychology","score_opus":0.030496445304371875,"score_gpt":0.3496801446153608,"score_spread":0.3191836993109889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388946541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776219,0.0027749138,0.008575977,0.005147395,0.00095816975,0.0026551138,0.000016090027,0.000084392355,0.002166039],"genre_scores_gemma":[0.9920362,0.0063433615,0.00035870934,0.0004847139,0.00015831081,0.00015533011,0.00009146851,0.000009054788,0.00036282145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983092,0.0005550499,0.00040915274,0.00022248007,0.00025937278,0.00024472695],"domain_scores_gemma":[0.9995269,0.000042161842,0.00014728129,0.00017859104,0.000060586906,0.000044455803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022601662,0.000117171796,0.0002063183,0.00011718307,0.00059468707,0.00030640874,0.00037543368,0.000077234785,0.000006380231],"category_scores_gemma":[0.00074139563,0.00007655197,0.00005360707,0.0011648196,0.00012272394,0.00047870743,0.000047271657,0.00014550475,0.0000043547143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003794147,0.00007713724,0.6273079,0.00029148036,0.00002761545,0.000002431425,0.06513788,0.0019372501,0.00004571815,0.12787317,0.101793274,0.075468205],"study_design_scores_gemma":[0.00047811895,0.000109376655,0.7275814,0.0013334607,0.000062999105,0.0000014917991,0.042845823,0.11836079,0.000010104154,0.05671294,0.051971488,0.00053202565],"about_ca_topic_score_codex":0.0027189348,"about_ca_topic_score_gemma":0.2582934,"teacher_disagreement_score":0.25557446,"about_ca_system_score_codex":0.00045303206,"about_ca_system_score_gemma":0.000079560814,"threshold_uncertainty_score":0.7552408},"labels":[],"label_agreement":null},{"id":"W4389118459","doi":"10.3389/fhumd.2023.1331252","title":"Editorial: Gender, violence and forced migration","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Human Dynamics","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Forced migration; Political science; Criminology; Sociology; Refugee; Law","score_opus":0.014497915019023387,"score_gpt":0.2949761089472447,"score_spread":0.2804781939282213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389118459","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065261393,0.00070935284,0.0010015934,0.000058881433,0.9955744,0.00040028308,0.00016740857,0.00019392787,0.0012415323],"genre_scores_gemma":[0.00080621504,0.0091061015,0.00022981732,0.000009376401,0.9867606,0.000060034636,0.00090462354,0.00006895522,0.0020542506],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968062,0.00025280184,0.0004329194,0.0006501447,0.0012358171,0.00062211126],"domain_scores_gemma":[0.9987608,0.00027292426,0.00024401225,0.00032456347,0.00023467235,0.0001630296],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011663254,0.0003263679,0.00048230798,0.0003374101,0.000623778,0.00026844032,0.00062594307,0.0015944324,0.000008206838],"category_scores_gemma":[0.00095519837,0.00039388033,0.000111723864,0.00033625224,0.00037945426,0.00019709049,0.00012671936,0.0009608688,0.0000067597157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012582865,0.000018409688,0.00092505914,0.0000782911,0.000028353528,0.0000044025437,0.008615026,0.000010520643,5.164917e-7,0.0017811622,0.98720735,0.0013183063],"study_design_scores_gemma":[0.00039053155,0.00004095191,0.00007545293,0.00017247716,0.000047942063,3.9776406e-8,0.0077712815,0.0014918067,1.9132662e-7,0.031667467,0.95788157,0.00046027388],"about_ca_topic_score_codex":0.008905099,"about_ca_topic_score_gemma":0.05355446,"teacher_disagreement_score":0.04464936,"about_ca_system_score_codex":0.000736215,"about_ca_system_score_gemma":0.00047453845,"threshold_uncertainty_score":0.9998513},"labels":[],"label_agreement":null},{"id":"W4389439899","doi":"10.3389/fhumd.2023.1286970","title":"Indigenous and decolonial futures: Indigenous Protected and Conserved Areas as potential pathways of reconciliation","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Crown-Indigenous Relations and Northern Affairs Canada; Institute of Psychology, Chinese Academy of Sciences; Government of Ontario","keywords":"Indigenous; Political science; Futures contract; Climate justice; Corporate governance; Sociology; Environmental ethics; Business; Ecology; Climate change","score_opus":0.010369376245472963,"score_gpt":0.26477866186787635,"score_spread":0.2544092856224034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389439899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954665,0.00035683578,0.00017245764,0.00006568901,0.0010873337,0.0014987963,0.000051391053,0.00009474957,0.0012062553],"genre_scores_gemma":[0.9942466,0.00349522,0.00074790913,0.000022753014,0.00022137274,0.000021518474,0.0001791983,0.000023238912,0.0010421652],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981996,0.00030093355,0.0003924891,0.0003057493,0.0002883378,0.00051289605],"domain_scores_gemma":[0.9992224,0.000050903625,0.00024192757,0.00015565699,0.0001897433,0.00013938277],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00094841426,0.00014765085,0.00028329773,0.00042396932,0.003692661,0.00006453378,0.00017936848,0.00031834582,0.000012428713],"category_scores_gemma":[0.00003317234,0.00015200213,0.000035788464,0.00047813845,0.00039774377,0.00015649729,0.000005878706,0.00021856849,0.0000023345913],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006687628,0.000118299125,0.08128036,0.00015781076,0.00003850211,0.000022409862,0.90751606,0.00004060608,0.000014565417,0.0067222794,0.00008822265,0.003934012],"study_design_scores_gemma":[0.0038125808,0.00131022,0.6096524,0.00026312782,0.00014320378,0.000032906468,0.2462915,0.005081041,0.0001352911,0.11943842,0.0123542035,0.0014850922],"about_ca_topic_score_codex":0.06981134,"about_ca_topic_score_gemma":0.6659232,"teacher_disagreement_score":0.66122454,"about_ca_system_score_codex":0.00041080438,"about_ca_system_score_gemma":0.0045242854,"threshold_uncertainty_score":0.99760437},"labels":[],"label_agreement":null},{"id":"W4390666463","doi":"10.3389/fhumd.2023.1221078","title":"Fight or flight: reimagining Charles Jesse “Buffalo” Jones' conservation efforts through a bison's embodied perspective","year":2024,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Narrative; Immediacy; Anthropocentrism; Indigenous; Ideology; White (mutation); Embodied cognition; White supremacy; History; Representation (politics); Perspective (graphical); Aesthetics; Sociology; Chronotope; Literature; Environmental ethics; Art; Gender studies; Visual arts; Epistemology; Law; Politics; Philosophy; Race (biology); Political science; Ecology","score_opus":0.024244971711068836,"score_gpt":0.334819765444561,"score_spread":0.31057479373349217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390666463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56879807,0.012126292,0.009387896,0.059343923,0.026933769,0.003812754,0.0004143302,0.0031165236,0.31606644],"genre_scores_gemma":[0.98564553,0.00079167885,0.005787295,0.00028162068,0.00045427747,0.00011675175,0.000104425984,0.0000627534,0.006755653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99771845,0.00017748777,0.0004351666,0.00062641216,0.00045586313,0.0005866364],"domain_scores_gemma":[0.99904096,0.00016459014,0.00014256436,0.00029386673,0.00025930506,0.0000987057],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004765235,0.00028184225,0.0003645037,0.0006836909,0.0010485552,0.00054536556,0.00044838412,0.000203002,0.0003696291],"category_scores_gemma":[0.00028821116,0.000252039,0.00018389986,0.0010454599,0.0006951138,0.0013487722,0.00008892198,0.000659154,0.000029238141],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009757898,0.00015988451,0.020444097,0.00009726779,0.00021597177,0.00021114372,0.11370285,0.000079651836,0.000019220008,0.73140776,0.133076,0.00048860814],"study_design_scores_gemma":[0.00079912547,0.00028219525,0.004955089,0.0008967973,0.00021543789,0.000017158829,0.449813,0.037222855,0.000023095337,0.2739519,0.23054017,0.0012831937],"about_ca_topic_score_codex":0.010768772,"about_ca_topic_score_gemma":0.15217109,"teacher_disagreement_score":0.45745587,"about_ca_system_score_codex":0.0011504845,"about_ca_system_score_gemma":0.00023620295,"threshold_uncertainty_score":0.9999932},"labels":[],"label_agreement":null},{"id":"W4390666967","doi":"10.3389/fhumd.2023.1270644","title":"An Anguillid lens: how Eels reconnect people and waterways","year":2024,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Indigenous; Habitat destruction; Population; Geography; Fishery; Relocation; Habitat; Ecology; Sociology; Biology","score_opus":0.010624338688602512,"score_gpt":0.2245849472472321,"score_spread":0.21396060855862958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390666967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864391,0.001061562,0.0015148431,0.0004491318,0.00046979685,0.0002307715,0.000024476934,0.000105598374,0.009704729],"genre_scores_gemma":[0.9942727,0.0006928436,0.0036693756,0.00012671738,0.00005105357,0.000021332991,0.000034815654,0.000031512733,0.0010996261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998866,0.000048708695,0.00015479438,0.00046398176,0.00015347924,0.00031301277],"domain_scores_gemma":[0.999641,0.000016478492,0.000026830174,0.0002492925,0.0000035325788,0.000062887804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024416286,0.00017421687,0.00022604727,0.000063986394,0.00013201742,0.00013139017,0.00023264732,0.00006884103,0.00032030034],"category_scores_gemma":[0.000015127112,0.0001618231,0.000042277654,0.00023565952,0.00012991027,0.00041857574,0.00027427828,0.00017035837,0.000022972952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010297673,0.000061331746,0.8867724,0.00014997923,0.000036505797,0.00006409053,0.0020761648,0.00019833159,0.00015124136,0.0015194227,0.029446952,0.079513304],"study_design_scores_gemma":[0.00039663963,0.0004336724,0.65631664,0.00011068346,0.000052026633,0.00002381211,0.0015929114,0.266657,0.00003427762,0.011007092,0.06255246,0.0008227987],"about_ca_topic_score_codex":0.0012425076,"about_ca_topic_score_gemma":0.024720538,"teacher_disagreement_score":0.26645866,"about_ca_system_score_codex":0.0003881183,"about_ca_system_score_gemma":0.0000038420376,"threshold_uncertainty_score":0.9930758},"labels":[],"label_agreement":null},{"id":"W4392356249","doi":"10.3389/fhumd.2024.1376571","title":"Corrigendum: An Anguillid lens: how Eels reconnect people and waterways","year":2024,"lang":"en","type":"erratum","venue":"Frontiers in Human Dynamics","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Lens (geology); Optometry; Geography; Fishery; Biology; Medicine","score_opus":0.01716457733627886,"score_gpt":0.2563442542598839,"score_spread":0.23917967692360503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392356249","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022776844,0.026737401,0.00029861546,0.00409127,0.4031113,0.0017640684,0.0015019542,0.000810953,0.5389076],"genre_scores_gemma":[0.02657017,0.005322692,0.0008815159,0.00021323634,0.003680385,0.000052587988,0.0019460579,0.00013843186,0.96119493],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751645,0.000252784,0.0003067947,0.00076646934,0.00044626644,0.0007112183],"domain_scores_gemma":[0.99915224,0.000017694256,0.00014513025,0.00039894143,0.00010980371,0.00017620747],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005250182,0.0004011987,0.000688661,0.00036472728,0.00078228535,0.0005140957,0.00064265967,0.0009819474,0.00007827137],"category_scores_gemma":[0.000079379315,0.000443833,0.00013103499,0.00041022513,0.0005614634,0.00043987687,0.00016067902,0.001031536,0.000011609386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010975953,0.000035137167,0.002115804,0.0001489524,0.000050491988,0.000069139096,0.01629797,0.000001420014,4.0737132e-7,0.013683649,0.9652456,0.0023404306],"study_design_scores_gemma":[0.00012699772,0.00016059878,0.00044773624,0.00019016139,0.00010949405,0.0000028492805,0.0076765083,0.0010724982,1.4483467e-7,0.030614937,0.95900536,0.0005927474],"about_ca_topic_score_codex":0.010611126,"about_ca_topic_score_gemma":0.29098707,"teacher_disagreement_score":0.42228734,"about_ca_system_score_codex":0.0015403263,"about_ca_system_score_gemma":0.000409302,"threshold_uncertainty_score":0.99980134},"labels":[],"label_agreement":null},{"id":"W4393986981","doi":"10.3389/fhumd.2024.1340379","title":"The potential for Indigenous-led conservation in urbanized landscapes in Canada","year":2024,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Toronto and Region Conservation Authority","funders":"Environment and Climate Change Canada","keywords":"Indigenous; Geography; Environmental planning; Environmental protection; Ecology; Biology","score_opus":0.008700592091069676,"score_gpt":0.2905615322964758,"score_spread":0.28186094020540614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393986981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98908395,0.00088227727,0.0012434865,0.0016668725,0.004614913,0.0017547158,0.000081093975,0.00002113981,0.00065154675],"genre_scores_gemma":[0.99711394,0.0001786203,0.0003522412,0.00036700763,0.00012385615,0.0005007266,0.00016489421,0.000028913528,0.0011697753],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979052,0.0002172984,0.0006516809,0.00022958416,0.00011213838,0.00088410894],"domain_scores_gemma":[0.9993302,0.00032671983,0.00009665276,0.00015569958,0.000062677376,0.000028042468],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010843634,0.00012783939,0.0003158688,0.00017662703,0.0013957776,0.000016922346,0.0001981811,0.00014912369,0.00001932122],"category_scores_gemma":[0.00008939504,0.00010357671,0.00003766658,0.00024568322,0.00002813973,0.0000466424,0.00007183827,0.0005211778,0.000002430797],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013455181,0.000028427705,0.94056034,0.00023816987,0.00004627532,0.000056758392,0.02399933,0.0010886234,0.000002189542,0.003424108,0.029356098,0.0010651525],"study_design_scores_gemma":[0.0029146639,0.00010917755,0.3202301,0.00020069593,0.000025138717,0.0000015583614,0.12540533,0.5177505,4.4104675e-7,0.013888737,0.019109083,0.00036457623],"about_ca_topic_score_codex":0.80536747,"about_ca_topic_score_gemma":0.9997418,"teacher_disagreement_score":0.6203302,"about_ca_system_score_codex":0.004475663,"about_ca_system_score_gemma":0.0020735292,"threshold_uncertainty_score":0.9999043},"labels":[],"label_agreement":null},{"id":"W4397007906","doi":"10.3389/fhumd.2024.1352329","title":"Chasing colonization back: rethinking parks, returning place-names, and restoring buffalo medicine—an interview with Ninna Piiksii, Dr. Mike Bruised Head","year":2024,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"National Science Foundation","keywords":"Indigenous; Context (archaeology); Interview; Sociology; Conversation; Colonialism; Media studies; Value (mathematics); History; Psychology; Anthropology; Communication; Archaeology","score_opus":0.07518994480844252,"score_gpt":0.26911354195000403,"score_spread":0.19392359714156152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397007906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91091764,0.014079208,0.015425934,0.0046021985,0.004881118,0.0013635805,0.00003166617,0.00068682607,0.048011813],"genre_scores_gemma":[0.9774729,0.00041217072,0.0023255637,0.0002899135,0.00091494975,0.000029541956,0.0007495351,0.00008658945,0.017718839],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998504,0.00015110894,0.0003884236,0.00041908273,0.00025752877,0.00027986322],"domain_scores_gemma":[0.9994821,0.000043863456,0.00011748169,0.00022204388,0.00007521444,0.000059329723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070159667,0.00024730308,0.0002996986,0.00027739818,0.0004599071,0.0006460898,0.00019350526,0.00008569424,0.00018747755],"category_scores_gemma":[0.000028863004,0.00020825613,0.00003116897,0.00016054757,0.00023991262,0.0010468821,0.00008451138,0.00038874435,0.00000161977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027961697,0.00009437892,0.0487291,0.003823564,0.00035632306,0.0002040143,0.5721058,0.00080588757,0.00009152957,0.27694124,0.056500014,0.04006849],"study_design_scores_gemma":[0.001723363,0.0007959287,0.0071729827,0.009458392,0.00023093057,0.000013222729,0.034982957,0.61303985,0.000004034804,0.022650562,0.308786,0.0011417532],"about_ca_topic_score_codex":0.00092964806,"about_ca_topic_score_gemma":0.023067635,"teacher_disagreement_score":0.612234,"about_ca_system_score_codex":0.00029063888,"about_ca_system_score_gemma":0.000017540335,"threshold_uncertainty_score":0.99475884},"labels":[],"label_agreement":null},{"id":"W4401603664","doi":"10.3389/fhumd.2024.1419879","title":"The demand for welfare institutions in refugee camps","year":2024,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Refugee; Welfare; Economics; Political science; Market economy; Law","score_opus":0.019612809112681512,"score_gpt":0.34014870791193524,"score_spread":0.3205358987992537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401603664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87193793,0.0108539425,0.08331763,0.0051938044,0.011990204,0.0018341152,0.00029295974,0.00018323366,0.014396164],"genre_scores_gemma":[0.99574655,0.00007517158,0.00091865985,0.000092088056,0.000116240924,0.00030316287,0.0001798456,0.000020179818,0.0025480785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989323,0.00006318916,0.0003291692,0.00025865514,0.000073999756,0.00034266323],"domain_scores_gemma":[0.9995756,0.000058404232,0.000032974578,0.00026207918,0.00002102727,0.000049918595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004020814,0.00010712476,0.00013388363,0.00022239484,0.00036524623,0.00005726518,0.0001844413,0.00013328325,0.000027252472],"category_scores_gemma":[0.000030860752,0.00008855732,0.00004851853,0.00026744173,0.000102395345,0.00007221458,0.000014122023,0.00026874163,0.000008564583],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047099984,0.000053840125,0.0274872,0.0000954486,0.000030012727,0.000017070553,0.0042501045,0.00022229987,2.9868232e-7,0.91844064,0.033386294,0.015969677],"study_design_scores_gemma":[0.0017436622,0.00017448959,0.16645727,0.0001463541,0.000038183098,0.000015558391,0.007691053,0.056290846,8.536085e-7,0.08729501,0.679746,0.00040071705],"about_ca_topic_score_codex":0.00025999724,"about_ca_topic_score_gemma":0.045191355,"teacher_disagreement_score":0.83114564,"about_ca_system_score_codex":0.00029985848,"about_ca_system_score_gemma":0.00007268539,"threshold_uncertainty_score":0.9722314},"labels":[],"label_agreement":null},{"id":"W4404494247","doi":"10.3389/fhumd.2024.1463902","title":"The war on the Gaza Strip and its consequences on global warming","year":2024,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Gaza strip; Global warming; Environmental science; Climate change; Oceanography; Ancient history; History; Geology; Palestine","score_opus":0.0554713667867139,"score_gpt":0.4071875669536535,"score_spread":0.3517162001669396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404494247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81689847,0.016571265,0.0005298138,0.09855265,0.009247955,0.002281429,0.0002702583,0.00025829757,0.055389863],"genre_scores_gemma":[0.9912324,0.0017998314,0.000040854655,0.0043095816,0.00022029845,0.00016371217,0.000008926643,0.00001666706,0.0022077358],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983788,0.00029434153,0.00034675884,0.00025183187,0.00020214783,0.00052608753],"domain_scores_gemma":[0.99887234,0.0007409471,0.00006541932,0.00020499987,0.000036867026,0.0000794237],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00083467277,0.0001534004,0.00018499745,0.000052169547,0.0022176015,0.000028094717,0.00022238758,0.00012124423,0.000013771722],"category_scores_gemma":[0.00023894545,0.0000844589,0.00003423749,0.00019356025,0.00022784356,0.00003981403,0.00008446406,0.0007540752,0.000030543022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015954726,0.000044170865,0.040215526,0.0006138734,0.00013361589,0.00006897594,0.021792097,0.000048341615,0.000004286141,0.7758463,0.12714538,0.033927873],"study_design_scores_gemma":[0.0012668404,0.0006990351,0.033439863,0.0032045206,0.0000771953,0.000005665782,0.09948768,0.15882342,0.000006904101,0.07675643,0.6254746,0.00075787015],"about_ca_topic_score_codex":0.00014187471,"about_ca_topic_score_gemma":0.0005587391,"teacher_disagreement_score":0.6990899,"about_ca_system_score_codex":0.00048703462,"about_ca_system_score_gemma":0.00020825291,"threshold_uncertainty_score":0.9990814},"labels":[],"label_agreement":null},{"id":"W4406716529","doi":"10.3389/fhumd.2024.1465594","title":"Protecting civilians in a data-driven and digitalized battlespace: toward a baseline humanitarian technology infrastructure","year":2025,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Balsillie School of International Affairs","funders":"","keywords":"Battlespace; Baseline (sea); Computer security; Computer science; Business; Aeronautics; Engineering; Political science; Law","score_opus":0.013301306021881417,"score_gpt":0.29601501070904657,"score_spread":0.28271370468716517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406716529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9204812,0.0023055028,0.02703576,0.017727923,0.0017524117,0.0024778752,0.0003653931,0.0004630972,0.027390856],"genre_scores_gemma":[0.9958762,0.00016502278,0.003266636,0.00007776203,0.000048675924,0.000044366832,0.00007407444,0.00001267688,0.0004345793],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99844724,0.00019479914,0.0003096482,0.0004743863,0.00016506834,0.00040884886],"domain_scores_gemma":[0.9994028,0.000068412795,0.000083098676,0.00035597608,0.000049803937,0.000039872237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007281636,0.00017331839,0.00036017143,0.00063310243,0.0005931008,0.00010621415,0.0005741562,0.00025109822,0.000010416271],"category_scores_gemma":[0.00086427137,0.00019571802,0.000028001434,0.0009173439,0.00070843,0.00028000757,0.00048508195,0.0006142702,3.7228796e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065022476,0.00016336257,0.7217065,0.00020188295,0.00014027784,0.00007259932,0.064702205,0.0002103505,0.000007659025,0.16727537,0.0068844385,0.03857033],"study_design_scores_gemma":[0.003430314,0.00009236664,0.030607121,0.0008413723,0.000095645126,0.0000036885242,0.5212165,0.053262033,0.0000037204786,0.33419493,0.055180844,0.001071472],"about_ca_topic_score_codex":0.001810943,"about_ca_topic_score_gemma":0.2605167,"teacher_disagreement_score":0.6910994,"about_ca_system_score_codex":0.00043923035,"about_ca_system_score_gemma":0.00014804381,"threshold_uncertainty_score":0.7981149},"labels":[],"label_agreement":null},{"id":"W4408338847","doi":"10.3389/fhumd.2024.1426605","title":"Data collection and reporting on human trafficking in Canada","year":2025,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Ontario Tech University","funders":"","keywords":"Data collection; Human trafficking; Business; Data science; Computer science; Criminology; Psychology; Statistics; Mathematics","score_opus":0.03757502870994543,"score_gpt":0.3383962811738358,"score_spread":0.30082125246389035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408338847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97474504,0.00033097,0.00016934497,0.00034183424,0.0010237056,0.0001718158,0.0000022832035,0.000025184145,0.023189833],"genre_scores_gemma":[0.99738044,0.00008270947,0.00034007037,0.000064582935,0.000031552565,0.0000033681117,0.00005196198,0.000006171295,0.0020391464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988273,0.000096585725,0.00043262314,0.0002686847,0.00015345079,0.00022136369],"domain_scores_gemma":[0.999524,0.000035393627,0.00019112903,0.00020383352,0.000015692265,0.000029975476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007657774,0.00007466002,0.00017987538,0.00021707163,0.000531306,0.000050958322,0.00022672213,0.00009352612,0.000005145675],"category_scores_gemma":[0.00025003348,0.000082740204,0.000010110724,0.0005044357,0.00008563006,0.00007974479,0.00005584373,0.00026078074,6.194094e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009102178,0.000033692722,0.9577442,0.000019595145,0.000022665698,0.000056391484,0.008989772,0.0012192582,0.0000029710648,0.0044867937,0.016557742,0.010857826],"study_design_scores_gemma":[0.0017225733,0.00006957281,0.38488808,0.0012745295,0.00006197155,0.000002024067,0.2664384,0.29489288,0.000013089864,0.019265309,0.030517735,0.0008538439],"about_ca_topic_score_codex":0.8270415,"about_ca_topic_score_gemma":0.993171,"teacher_disagreement_score":0.5728561,"about_ca_system_score_codex":0.0014932202,"about_ca_system_score_gemma":0.0004510013,"threshold_uncertainty_score":0.408643},"labels":[],"label_agreement":null},{"id":"W4409746995","doi":"10.3389/fhumd.2025.1391255","title":"One tree matters: reflections on data as a design material in urban forestry","year":2025,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western Forest Products","funders":"Mitacs","keywords":"Urban forestry; Forestry; Tree (set theory); Geography; Mathematics","score_opus":0.04269316862179484,"score_gpt":0.3087943763935459,"score_spread":0.26610120777175106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409746995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8836782,0.0000586927,0.07127127,0.005338536,0.0022157906,0.0015096475,0.0002000613,0.00014851057,0.035579298],"genre_scores_gemma":[0.94913673,0.000053497897,0.039947152,0.003103483,0.000113735805,0.00007888248,0.00047804342,0.00004157407,0.0070469063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998668,0.00009258927,0.0002670055,0.00045045515,0.00017119755,0.00035075305],"domain_scores_gemma":[0.99917173,0.000020273643,0.00005821776,0.0006922707,0.0000021531657,0.00005535437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029545673,0.00013802966,0.0002060055,0.00021984054,0.00013105101,0.000045708446,0.00059123617,0.000121908764,0.00018872689],"category_scores_gemma":[0.000014788477,0.000160871,0.000020857682,0.0003713188,0.00013471872,0.00021091105,0.00026712255,0.00026010873,0.000043609867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001957298,0.00033674113,0.7947553,0.000030009065,0.000017420398,0.000021307182,0.0006220528,0.0013885098,0.00016402021,0.001801296,0.1978229,0.0028447143],"study_design_scores_gemma":[0.0034958452,0.00084016414,0.7900532,0.0005515843,0.00008098729,0.0000045649213,0.0022656547,0.12226667,0.00011620735,0.06649409,0.012721675,0.001109366],"about_ca_topic_score_codex":0.0038642013,"about_ca_topic_score_gemma":0.044269275,"teacher_disagreement_score":0.18510123,"about_ca_system_score_codex":0.0010891701,"about_ca_system_score_gemma":0.000036742604,"threshold_uncertainty_score":0.97317034},"labels":[],"label_agreement":null},{"id":"W4409866492","doi":"10.3389/fhumd.2025.1496686","title":"Flood injustice in 500-year floodplains","year":2025,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Floodplain; Injustice; Flood myth; Social injustice; Geography; Political science; Archaeology; Cartography; Law","score_opus":0.002674314634025577,"score_gpt":0.22798539103687063,"score_spread":0.22531107640284506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409866492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.776151,0.00007429351,0.027242167,0.00035881496,0.001154056,0.0005788259,0.000010330406,0.00007226414,0.19435823],"genre_scores_gemma":[0.9779595,0.00007582498,0.015695324,0.00023214919,0.000016868722,0.00004336421,0.0000441098,0.000016657985,0.005916166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987117,0.00005682904,0.00029389505,0.00036914594,0.00020374583,0.00036468942],"domain_scores_gemma":[0.999577,0.00001381572,0.00004720415,0.0003177488,0.0000031406375,0.000041134444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000299681,0.00016137083,0.0002041244,0.00026598043,0.00009537938,0.00003677838,0.00041494536,0.00009021807,0.00017346334],"category_scores_gemma":[0.000018506045,0.00017668254,0.00004193251,0.00060188473,0.00011826711,0.00018302044,0.00035925678,0.00024995956,0.000033063247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001774907,0.00023483667,0.94529736,0.000033704047,0.00001864533,0.000023137434,0.00024748856,0.012440456,0.000024432366,0.014557557,0.022065438,0.005039175],"study_design_scores_gemma":[0.0022349213,0.00008943171,0.7176613,0.00010294395,0.00006334247,3.7987016e-7,0.0028768538,0.24156511,0.00003154749,0.023771705,0.011086867,0.0005156013],"about_ca_topic_score_codex":0.0008793177,"about_ca_topic_score_gemma":0.012616406,"teacher_disagreement_score":0.22912465,"about_ca_system_score_codex":0.00088279333,"about_ca_system_score_gemma":0.0000120032555,"threshold_uncertainty_score":0.7204905},"labels":[],"label_agreement":null},{"id":"W4410964913","doi":"10.3389/fhumd.2025.1628167","title":"Editorial: War and asylum","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Human Dynamics","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Political science; History","score_opus":0.00542690439604729,"score_gpt":0.29512172185156527,"score_spread":0.28969481745551795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410964913","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025291287,0.0021763586,0.0012420196,0.000058497626,0.98731834,0.00049743743,0.0006373891,0.00009842159,0.0077186367],"genre_scores_gemma":[0.000093536895,0.0005416514,0.0007007594,0.000041785705,0.9787583,0.00011952027,0.0029508297,0.000064314496,0.016729305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725014,0.00019947048,0.00068557047,0.000787806,0.0004797901,0.00059721136],"domain_scores_gemma":[0.9985452,0.00023909478,0.00025706345,0.0006419707,0.0001630532,0.00015355945],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00056593923,0.0004101504,0.0007126191,0.0005794651,0.00020376958,0.000050317976,0.00043430447,0.0023030764,0.00007464036],"category_scores_gemma":[0.00025434946,0.00046970558,0.00009342791,0.00023694725,0.00014439118,0.000073076175,0.000081068516,0.0017812661,0.000011783308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008459734,0.00007617132,0.002187406,0.00027906251,0.00007855506,0.000009509447,0.0015599815,0.0000020059358,3.265321e-8,0.0015064842,0.9923652,0.001851001],"study_design_scores_gemma":[0.0012835893,0.00010871895,0.00043726896,0.00012882057,0.000062571475,3.6486435e-7,0.00062754983,0.00024330869,4.020567e-8,0.005571861,0.99116796,0.0003679678],"about_ca_topic_score_codex":0.0015552556,"about_ca_topic_score_gemma":0.005670866,"teacher_disagreement_score":0.009010667,"about_ca_system_score_codex":0.0005192029,"about_ca_system_score_gemma":0.0003329485,"threshold_uncertainty_score":0.99977547},"labels":[],"label_agreement":null},{"id":"W4412163060","doi":"10.3389/fhumd.2025.1554731","title":"The coopetition of human intelligence and artificial intelligence through the prism of irrationality","year":2025,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Irrationality; Coopetition; Prism; Artificial intelligence; Human intelligence; Computer science; Epistemology; Economics; Rationality; Mathematical economics; Philosophy; Game theory; Physics","score_opus":0.029258734227729906,"score_gpt":0.27450341048546567,"score_spread":0.24524467625773577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412163060","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3469323,0.0002991753,0.6305609,0.0030062192,0.0011019134,0.00055217906,0.0000055386686,0.000029909548,0.017511921],"genre_scores_gemma":[0.9992125,0.00003178595,0.00040085043,0.0001288189,0.00006609132,0.000011909063,0.000051982388,0.000005111289,0.00009097678],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999105,0.000018849283,0.00049453956,0.00014165355,0.00013110456,0.00010884814],"domain_scores_gemma":[0.99928,0.000040190418,0.0002828236,0.00019555356,0.00019975995,0.0000017164712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005072068,0.000091643386,0.00013604618,0.00010870229,0.0003597461,0.00009048312,0.00025345577,0.00006359913,0.000008521898],"category_scores_gemma":[0.00008063273,0.00006617072,0.000026236656,0.0006933982,0.0004904862,0.0004084921,0.00008607806,0.00014631342,4.6895383e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019554234,0.00004143722,0.009746917,0.000097290314,0.0000126314835,1.5457007e-7,0.000079857564,0.00047580275,0.000073382645,0.9789591,0.0003148194,0.010179058],"study_design_scores_gemma":[0.000038726295,0.000008993259,0.024410626,0.00009014802,0.000019762281,1.106139e-7,0.001650782,0.061152566,0.00028653085,0.91168046,0.0005782476,0.00008304339],"about_ca_topic_score_codex":0.00039510967,"about_ca_topic_score_gemma":0.00067787134,"teacher_disagreement_score":0.6522802,"about_ca_system_score_codex":0.00003311094,"about_ca_system_score_gemma":0.00002041857,"threshold_uncertainty_score":0.27669126},"labels":[],"label_agreement":null},{"id":"W4414340141","doi":"10.3389/fhumd.2025.1580708","title":"Decolonizing conservation, a global conversation: views from Turtle Island, Tanzania, and Thailand","year":2025,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Vancouver Community College; University of British Columbia","funders":"","keywords":"Temptation; Conversation; Variety (cybernetics); Curiosity; Indigenous; Decolonization; Turtle (robot); Inclusion (mineral)","score_opus":0.00755692234577034,"score_gpt":0.21404251164373111,"score_spread":0.20648558929796076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414340141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735874,0.0001898576,0.015412659,0.0017995207,0.00039755268,0.000299239,0.00006443371,0.000027930266,0.008221437],"genre_scores_gemma":[0.99047744,0.00008279085,0.004785311,0.001514237,0.000023231276,0.000012633794,0.00020894533,0.0000059354084,0.0028894902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991799,0.00004841419,0.00019433805,0.00028742655,0.0001338411,0.00015605085],"domain_scores_gemma":[0.99968827,0.000021749613,0.00007055905,0.00017332658,0.00000936493,0.00003671203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015138715,0.000115858835,0.00015110766,0.00005269371,0.00022589849,0.000063857675,0.00017788986,0.00007488959,0.00020274107],"category_scores_gemma":[0.00001841778,0.00012173448,0.000028031465,0.0002589076,0.00019178685,0.000110339104,0.00023226129,0.0000748907,0.00001047379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013654625,0.00002390221,0.9772584,0.00000964926,0.000021765314,0.000005130131,0.00059066055,0.0001478852,0.0000038096362,0.00014262245,0.020170193,0.0016123428],"study_design_scores_gemma":[0.00072243036,0.000012697507,0.9288991,0.000020385009,0.00003172128,4.0692365e-7,0.0013685403,0.04053697,0.00000172534,0.0054095434,0.022866532,0.0001299136],"about_ca_topic_score_codex":0.0029652223,"about_ca_topic_score_gemma":0.03140798,"teacher_disagreement_score":0.048359253,"about_ca_system_score_codex":0.0005232682,"about_ca_system_score_gemma":0.000011712943,"threshold_uncertainty_score":0.9862663},"labels":[],"label_agreement":null},{"id":"W4415303745","doi":"10.3389/fhumd.2025.1394026","title":"Challenges regarding integration and well-being of African Ukrainian war refugees in Germany: a qualitative exploration","year":2025,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network","funders":"","keywords":"Refugee; Mental health; Context (archaeology); Qualitative research; Psychological resilience; Social integration; Immigration; Qualitative property; Psychological intervention","score_opus":0.028099980437488542,"score_gpt":0.36047288326934157,"score_spread":0.33237290283185306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415303745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547862,0.0019381578,0.014213389,0.00096961856,0.000558095,0.000430629,0.000004647694,0.000032593012,0.027066717],"genre_scores_gemma":[0.99668837,0.00035320572,0.0023433063,0.00004967319,0.000025258847,0.00007910873,0.00005800951,0.000013050948,0.00038999642],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984326,0.00039314455,0.0005346369,0.00031719138,0.00009954326,0.00022289956],"domain_scores_gemma":[0.9994303,0.00009617137,0.00016826829,0.00021411366,0.000053652177,0.0000375121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083325966,0.00013669243,0.00030286514,0.0007299638,0.000076876015,0.000010972167,0.000103513456,0.00014637684,0.0000075217968],"category_scores_gemma":[0.000070734066,0.00014762864,0.000030726762,0.00031333338,0.000095348914,0.00020446845,0.000020139205,0.0002355382,8.481233e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013160106,0.000096631724,0.008080674,0.00016946805,0.000034149223,0.0000042310044,0.77677274,0.00003247157,0.000014039376,0.18736699,0.00029413504,0.027002875],"study_design_scores_gemma":[0.0025597636,0.00030728412,0.1160203,0.0007315243,0.00003604097,0.000001854776,0.70894873,0.023473043,0.000040695002,0.14597932,0.0015031166,0.00039830842],"about_ca_topic_score_codex":0.00034782776,"about_ca_topic_score_gemma":0.015295279,"teacher_disagreement_score":0.10793963,"about_ca_system_score_codex":0.00020890178,"about_ca_system_score_gemma":0.000029485664,"threshold_uncertainty_score":0.85351247},"labels":[],"label_agreement":null},{"id":"W4415780952","doi":"10.3389/fhumd.2025.1620713","title":"Labor trafficking among migrant populations: a scoping review and qualitative interview study with stakeholders","year":2025,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; Alberta Health Services","funders":"","keywords":"Thematic analysis; Qualitative research; Mental health; Law enforcement; Human trafficking; Enforcement; Poison control; Qualitative property; Occupational safety and health; Face (sociological concept)","score_opus":0.07037061837303397,"score_gpt":0.39717117582337363,"score_spread":0.32680055745033965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415780952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.907156,0.08361076,0.003591373,0.0012045654,0.00038163736,0.0025347231,0.0000034936215,0.00009343805,0.0014240075],"genre_scores_gemma":[0.99037164,0.005938026,0.0022467815,0.00025949432,0.000016153264,0.000089457986,0.000018907174,0.00001608474,0.0010434773],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99825114,0.0007243053,0.00034936468,0.00027073626,0.00017558782,0.00022885186],"domain_scores_gemma":[0.99956584,0.0000587598,0.000117873176,0.0001439337,0.00006854453,0.000045051267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012601969,0.00013228778,0.0003809288,0.00021037967,0.0004646977,0.00008227671,0.00017253311,0.0000726282,0.000009436463],"category_scores_gemma":[0.00010727231,0.000115855124,0.000031904066,0.0007885142,0.00033243847,0.00016743556,0.00003073191,0.00021799526,2.3238037e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014383026,0.00022473044,0.33606043,0.001970411,0.00018640007,0.00001683161,0.64784676,0.00018480064,6.776909e-8,0.004166222,0.00088339264,0.008445569],"study_design_scores_gemma":[0.0007567458,0.00012937878,0.017690524,0.048719525,0.00029457963,2.1149707e-7,0.92850286,0.001021903,1.0020456e-7,0.0023630415,0.0002047752,0.0003163792],"about_ca_topic_score_codex":0.0017070548,"about_ca_topic_score_gemma":0.049798414,"teacher_disagreement_score":0.31836993,"about_ca_system_score_codex":0.00019407294,"about_ca_system_score_gemma":0.000076901306,"threshold_uncertainty_score":0.96754026},"labels":[],"label_agreement":null},{"id":"W4416137326","doi":"10.3389/fhumd.2025.1457544","title":"Combating the global environmental crisis using indigenous ecological knowledge: the case of Kwahu traditional area, Ghana","year":2025,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Indigenous Knowledge Systems and Agriculture","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Fredericton; University of New Brunswick","funders":"","keywords":"Reverence; Indigenous; Traditional knowledge; Taboo; Natural resource; Sustainable development; Sustainability; Holism","score_opus":0.015033318024844283,"score_gpt":0.2254241300725584,"score_spread":0.21039081204771412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416137326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960788,0.0007726106,0.00012888937,0.000211123,0.00050538813,0.00046969578,0.00034958794,0.00001738862,0.0014665409],"genre_scores_gemma":[0.99935484,0.000008914758,0.00014198829,0.00007282021,0.00014001294,0.000019830895,0.00012552545,9.707758e-7,0.00013509348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986986,0.00021518952,0.00038173815,0.00025605192,0.000116822215,0.00033158826],"domain_scores_gemma":[0.9995756,0.00011156143,0.00015495726,0.00008918541,0.000031084724,0.00003757504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037790515,0.00018411213,0.00025742207,0.000017016608,0.0012238548,0.000056749024,0.00044148148,0.0001739724,0.000048179423],"category_scores_gemma":[0.000014274627,0.000057385085,0.00014845065,0.00041960046,0.00021503097,0.00005359919,0.00011017425,0.00025698575,0.0000010190132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114076654,0.005104671,0.80457926,0.0002009844,0.0007391094,0.00077642396,0.02298282,0.0020904639,0.0034492852,0.054802917,0.023044385,0.0821156],"study_design_scores_gemma":[0.001251539,0.0008456782,0.61640835,0.0002781854,0.00033996132,0.0010633888,0.26272923,0.07289128,0.00019503006,0.039207555,0.003453944,0.0013358749],"about_ca_topic_score_codex":0.0008422353,"about_ca_topic_score_gemma":0.017819975,"teacher_disagreement_score":0.2397464,"about_ca_system_score_codex":0.00055389147,"about_ca_system_score_gemma":0.000025594367,"threshold_uncertainty_score":0.9943964},"labels":[],"label_agreement":null},{"id":"W4416730670","doi":"10.3389/fhumd.2025.1736799","title":"Editorial: Refugees and humanitarian support in the Global South: challenges in repatriation and social cohesion","year":2025,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Asian Geopolitics and Ethnography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Refugee; Repatriation; Displaced person; Population; Internally displaced person; International community; Humanitarian aid; Social issues","score_opus":0.016323213898780286,"score_gpt":0.3067803429586545,"score_spread":0.2904571290598742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416730670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9398895,0.0010377747,0.000119090146,0.005249456,0.01759387,0.00064056384,0.000046130226,0.00004449092,0.03537916],"genre_scores_gemma":[0.9973841,0.00014095272,0.00013762408,0.000055541714,0.0021900858,0.000013261874,0.000022987468,0.000004580016,0.000050920975],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99884576,0.00022718203,0.00023012688,0.00022518272,0.00020986942,0.00026190703],"domain_scores_gemma":[0.9997554,0.000035899986,0.00006410734,0.000096176576,0.000026059468,0.000022370778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012913517,0.00009281864,0.00017000939,0.00021854752,0.00036308047,0.00008096057,0.00017323962,0.00021461696,0.0000015089734],"category_scores_gemma":[0.00007232893,0.00009063398,0.00002868505,0.0002881206,0.0003025825,0.00011373633,0.000047492176,0.00020141108,1.1381914e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002509209,0.000054273154,0.5241914,0.00003587263,0.000009858912,0.000005098435,0.119549826,0.0000022447857,1.0930976e-7,0.3435996,0.0081494255,0.0043772412],"study_design_scores_gemma":[0.0009062437,0.00006062365,0.26944384,0.00005006894,0.000019961504,1.6725679e-7,0.23475057,0.00043282832,6.736746e-8,0.46034747,0.03377759,0.00021055284],"about_ca_topic_score_codex":0.001552038,"about_ca_topic_score_gemma":0.058481783,"teacher_disagreement_score":0.25474754,"about_ca_system_score_codex":0.00027647646,"about_ca_system_score_gemma":0.00007295852,"threshold_uncertainty_score":0.95869845},"labels":[],"label_agreement":null}]}