{"meta":{"query_hash":"c2e743fb413c","filters":{"venue":"International and cultural psychology/International and cultural psychology series"},"cohort_total":20,"direct_labels_cover":0,"predictions_cover":20,"exported":20,"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/c2e743fb413c","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+and+cultural+psychology%2FInternational+and+cultural+psychology+series"},"results":[{"id":"W2195552169","doi":"10.1007/978-1-4614-9460-7_33","title":"Should I Stay or Should I Go Home? Career Guidance with International Students","year":2014,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Immigration; Graduation (instrument); Work (physics); International education; Economic shortage; Political science; Higher education; Public relations; Economic growth; Pedagogy; Sociology; Economics; Law; Engineering","score_opus":0.10392657200598054,"score_gpt":0.41129953096734856,"score_spread":0.307372958961368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2195552169","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":[0.079745725,0.0022832982,0.00007869318,0.09169133,0.017782,0.00087306264,0.00074290216,0.0003448198,0.8064582],"genre_scores_gemma":[0.25157395,0.023686552,0.00043511618,0.007842463,0.0060159783,0.00009372053,0.0010787332,0.00009671648,0.7091768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944056,0.00013140235,0.0010072194,0.0016111527,0.0021733486,0.0006712405],"domain_scores_gemma":[0.9966132,0.00014723961,0.00074801815,0.00033639336,0.0018149003,0.00034025678],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058253296,0.0010020948,0.0008148897,0.00034078755,0.0006998242,0.00081593514,0.0023505935,0.0009919018,0.0045908685],"category_scores_gemma":[0.00014724134,0.00069414504,0.00030114912,0.00008925995,0.0019559301,0.0011292256,0.0004967883,0.00104393,0.00027425305],"study_design_candidate":"not_applicable","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":[0.010370579,0.00078475266,0.036624216,0.00010149405,0.011094645,0.0007535925,0.054497655,0.000014258151,0.0004792234,0.55724096,0.28855184,0.039486777],"study_design_scores_gemma":[0.0026940438,0.00041128497,0.012207732,0.0002868522,0.00013005243,0.0004347265,0.007008157,0.000006063761,0.000007828917,0.0115284845,0.9641693,0.0011154256],"about_ca_topic_score_codex":0.0002878221,"about_ca_topic_score_gemma":0.0031716803,"teacher_disagreement_score":0.6756175,"about_ca_system_score_codex":0.00026294318,"about_ca_system_score_gemma":0.000061081526,"threshold_uncertainty_score":0.999551},"labels":[],"label_agreement":null},{"id":"W233121666","doi":"10.1007/978-1-4614-9460-7_40","title":"Orienting Educators to Contemporary Ideas for Career Counseling: An Illustrative Example","year":2014,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Career counseling; Psychology; Sociology; Medical education; Applied psychology; Pedagogy; Medicine","score_opus":0.11320184511248692,"score_gpt":0.3769386726379406,"score_spread":0.2637368275254537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W233121666","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":[0.18021382,0.0010598527,0.00023514195,0.040726766,0.017551297,0.0012464303,0.0008253261,0.0002445753,0.7578968],"genre_scores_gemma":[0.4559466,0.0013190964,0.0011361045,0.011411976,0.0044751563,0.000103019,0.0022288985,0.00005114777,0.523328],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740064,0.00006886269,0.00053233793,0.0010659056,0.00054552074,0.00038671147],"domain_scores_gemma":[0.99761325,0.000092489725,0.0003450857,0.00017312939,0.0014380777,0.00033797094],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044174664,0.0004920389,0.00046079687,0.0001891651,0.00073576206,0.0003609196,0.0007056877,0.0005228588,0.000713784],"category_scores_gemma":[0.00012982283,0.00041519408,0.00018301475,0.000055898316,0.0009760054,0.0008083257,0.00014653265,0.00035929284,0.00005984759],"study_design_candidate":"not_applicable","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":[0.0015623712,0.00011151906,0.0059263124,0.000028860775,0.001135424,0.000034781337,0.05863658,0.0000014829845,0.00035157814,0.5810795,0.336765,0.014366631],"study_design_scores_gemma":[0.0008930536,0.00019177086,0.0039183325,0.000076089505,0.000044913806,0.00006703728,0.012049509,0.0000023656073,0.0000057282004,0.024767125,0.9573814,0.0006026296],"about_ca_topic_score_codex":0.00048241578,"about_ca_topic_score_gemma":0.0013279669,"teacher_disagreement_score":0.62061644,"about_ca_system_score_codex":0.0001042461,"about_ca_system_score_gemma":0.000082785205,"threshold_uncertainty_score":0.99983},"labels":[],"label_agreement":null},{"id":"W2908546790","doi":"10.1007/978-3-030-00090-5_9","title":"Intersections of Gender and Refugee Experience: Through Azra’s Eyes","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Refugee; Persecution; Torture; Gender studies; Promotion (chess); Criminology; Mental health; Political science; Politics; Psychology; Sociology; Psychotherapist; Law; Human rights","score_opus":0.07425633889691326,"score_gpt":0.4109244530704359,"score_spread":0.33666811417352266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908546790","genre_codex":"other","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":[0.38399306,0.0051303552,0.00006673961,0.006545011,0.011805997,0.00051911396,0.0006400258,0.00014260254,0.5911571],"genre_scores_gemma":[0.66260314,0.010646836,0.00076757884,0.0065365303,0.0028009575,0.00015577192,0.000925119,0.000081246675,0.31548283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99651295,0.0000832208,0.0011210748,0.001390174,0.00043069528,0.00046186248],"domain_scores_gemma":[0.997783,0.00007496746,0.0006898074,0.00038334742,0.0008460976,0.00022278885],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017659624,0.0007406136,0.0006939123,0.00025227177,0.00032590347,0.00012811061,0.0005785925,0.0008718532,0.008491967],"category_scores_gemma":[0.00005645752,0.0005748403,0.00021872576,0.0000717969,0.002351399,0.00082547934,0.00020176204,0.00070837775,0.00017836425],"study_design_candidate":"not_applicable","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":[0.0040736278,0.00048400305,0.008416703,0.0001564811,0.0040427805,0.00012862927,0.11935951,5.664458e-7,0.0019089223,0.59919775,0.24697942,0.015251608],"study_design_scores_gemma":[0.00269413,0.0007578498,0.065522805,0.00020628047,0.00015852357,0.00356616,0.015507282,0.000005313937,0.000042760235,0.07825942,0.83228177,0.0009977318],"about_ca_topic_score_codex":0.00012680264,"about_ca_topic_score_gemma":0.00027702862,"teacher_disagreement_score":0.5853023,"about_ca_system_score_codex":0.000047324582,"about_ca_system_score_gemma":0.000021665332,"threshold_uncertainty_score":0.9996703},"labels":[],"label_agreement":null},{"id":"W2908611992","doi":"10.1007/978-3-030-00090-5_6","title":"The Weight of the World in Her Hands","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Salience (neuroscience); Social psychology; Identity (music); Politics; Perspective (graphical); Humanity; Privilege (computing); Personality; Psychology; Social identity theory; Sociology; Political science; Aesthetics; Social group; Law; Cognitive psychology; Art","score_opus":0.07442724989870973,"score_gpt":0.4654334995084777,"score_spread":0.39100624960976793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908611992","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":[0.07566699,0.0024720286,0.000001067188,0.10962809,0.012559747,0.00061588635,0.00015921828,0.00004331512,0.79885364],"genre_scores_gemma":[0.05708678,0.012153323,0.0000685518,0.010683897,0.0026870405,0.00008295618,0.00011960937,0.000032018506,0.9170858],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711734,0.00023754916,0.0010881847,0.0006773592,0.00044605567,0.0004335197],"domain_scores_gemma":[0.99746287,0.00036302645,0.0009812095,0.00033373086,0.00075381884,0.00010536777],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055292324,0.0004430662,0.0004734643,0.00015139901,0.0009508364,0.0000656881,0.00094112905,0.0006276596,0.0046920893],"category_scores_gemma":[0.00013021906,0.00023193483,0.00017131382,0.00008601856,0.0017979211,0.0005579835,0.00037992073,0.0015948643,0.00029106525],"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":[0.0029009853,0.00016859839,0.038623836,0.00015356833,0.0009955929,0.000029453377,0.007245803,4.4312162e-7,0.00034717697,0.24935593,0.6927729,0.0074057123],"study_design_scores_gemma":[0.001356933,0.00011382017,0.08530864,0.00048155856,0.00003851321,0.00010471092,0.0010463389,0.00000383906,0.000006325575,0.03768186,0.87360096,0.00025648088],"about_ca_topic_score_codex":0.00008481997,"about_ca_topic_score_gemma":0.0075628683,"teacher_disagreement_score":0.21167406,"about_ca_system_score_codex":0.000077838544,"about_ca_system_score_gemma":0.000051716797,"threshold_uncertainty_score":0.9962177},"labels":[],"label_agreement":null},{"id":"W2908742627","doi":"10.1007/978-3-030-00090-5_10","title":"Using a Feminist-Multicultural Lens When Counselling Adolescent Females: Intersecting Cultural Identities and Multiple Social Locations","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiculturalism; Lens (geology); Gender studies; Sociology; Pedagogy; Optics; Physics","score_opus":0.1465484825920276,"score_gpt":0.4044732701341488,"score_spread":0.2579247875421212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908742627","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":[0.7707557,0.0128421625,0.00017509147,0.017443899,0.02053414,0.0011326284,0.0010908607,0.0004319193,0.17559357],"genre_scores_gemma":[0.76403266,0.019604469,0.0013358837,0.00710693,0.0066674375,0.000069026086,0.0014213427,0.00015798167,0.19960424],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99561477,0.00014217307,0.0012333469,0.0017334421,0.0006270665,0.0006491869],"domain_scores_gemma":[0.9971569,0.00015868062,0.00085991225,0.00031854687,0.0012909706,0.00021497358],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003532074,0.0010573844,0.00083136826,0.00028087653,0.0010328941,0.00079603476,0.0007189571,0.000988182,0.0025129905],"category_scores_gemma":[0.000093454284,0.00083195436,0.00034245464,0.00006771209,0.0020287652,0.0015720945,0.00026436732,0.0012018039,0.00018588771],"study_design_candidate":"not_applicable","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":[0.012364095,0.001722266,0.01365086,0.0005357157,0.012674852,0.00094073074,0.42750347,0.00002268074,0.018044224,0.08776125,0.35270572,0.07207416],"study_design_scores_gemma":[0.0050001303,0.000594569,0.0088877035,0.000947701,0.00066564657,0.010666774,0.052828964,0.00049268367,0.000027051885,0.013542191,0.9037939,0.002552733],"about_ca_topic_score_codex":0.0001632649,"about_ca_topic_score_gemma":0.00025862182,"teacher_disagreement_score":0.55108815,"about_ca_system_score_codex":0.000114558665,"about_ca_system_score_gemma":0.000021654752,"threshold_uncertainty_score":0.99941313},"labels":[],"label_agreement":null},{"id":"W2908900904","doi":"10.1007/978-3-030-00090-5_8","title":"Therapy as Ceremony: Decolonizing and Indigenizing Our Practice","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ceremony; Conceptualization; Indigenous; Intervention (counseling); Psychological intervention; Clinical Practice; Sociology; Psychotherapist; Medicine; Psychology; History; Nursing; Computer science; Ecology; Archaeology; Artificial intelligence","score_opus":0.05124776972875381,"score_gpt":0.411767965857104,"score_spread":0.3605201961283502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908900904","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":[0.13521528,0.0037469727,0.0000036916467,0.03932643,0.008304966,0.0005561846,0.00008711027,0.000119553784,0.81263983],"genre_scores_gemma":[0.07609375,0.23570174,0.00083587586,0.007839778,0.007027117,0.000021353948,0.00041725527,0.00006235452,0.67200077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969896,0.00016622769,0.0006563827,0.0010713589,0.00057699194,0.00053940347],"domain_scores_gemma":[0.9974383,0.0001082687,0.0006212986,0.00020299328,0.0013378276,0.00029130673],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054970675,0.00056832837,0.00046176673,0.00022206729,0.0029186797,0.00046809728,0.00060165935,0.00086107966,0.0012668847],"category_scores_gemma":[0.000055394885,0.00042483408,0.00013631262,0.00006494972,0.001378939,0.0014851141,0.00002864352,0.00069044024,0.00021438315],"study_design_candidate":"not_applicable","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":[0.0016610414,0.0002717016,0.0012239811,0.000034694505,0.0017386412,0.0001239416,0.2763329,2.0154759e-7,0.0001481526,0.66557395,0.037313517,0.015577277],"study_design_scores_gemma":[0.0008444593,0.00026643206,0.002229826,0.00009417767,0.000051173854,0.0010223968,0.014610014,7.8558264e-7,0.0000090132435,0.03422817,0.9461044,0.0005391379],"about_ca_topic_score_codex":0.0025341013,"about_ca_topic_score_gemma":0.023250962,"teacher_disagreement_score":0.9087909,"about_ca_system_score_codex":0.00013477208,"about_ca_system_score_gemma":0.0004132382,"threshold_uncertainty_score":0.99982035},"labels":[],"label_agreement":null},{"id":"W2908920843","doi":"10.1007/978-3-030-00090-5_5","title":"Culturally Responsive and Socially Just Engagement: An Emergent and Ongoing Process in Counselling Women","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University; University of Calgary","funders":"","keywords":"Conversation; Psychology; Identity (music); Session (web analytics); Culturally sensitive; Conversation analysis; Social psychology; Sociology; Aesthetics; Computer science","score_opus":0.0711150136150936,"score_gpt":0.4087588625590234,"score_spread":0.3376438489439298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908920843","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":[0.89340377,0.0067228517,0.000009447677,0.015638731,0.0046574506,0.0005219414,0.00022463933,0.00010963975,0.07871151],"genre_scores_gemma":[0.5527408,0.13119176,0.0009598546,0.012378156,0.0043784482,0.0002986883,0.0013240554,0.00018633134,0.29654187],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961559,0.00018691532,0.0009413739,0.0016594628,0.00049886596,0.00055747374],"domain_scores_gemma":[0.99794775,0.00012975691,0.00053123565,0.00026944472,0.0008519227,0.0002698932],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006765118,0.00078723,0.00067293213,0.0003022591,0.0004533802,0.00040425893,0.00053648377,0.000772979,0.0032736638],"category_scores_gemma":[0.000080926126,0.0006236913,0.00010497979,0.00007406045,0.0011169186,0.0013357743,0.00015583329,0.0010294522,0.00007422577],"study_design_candidate":"not_applicable","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":[0.023609843,0.0012919707,0.008382301,0.00037610356,0.006559239,0.0012726332,0.5346927,0.000009847308,0.008485688,0.19709688,0.04953274,0.16869007],"study_design_scores_gemma":[0.0052923546,0.001561234,0.035004843,0.00052075053,0.00019825369,0.0030834829,0.04202203,0.00010329143,0.0000075010666,0.08878446,0.82142854,0.0019932722],"about_ca_topic_score_codex":0.0000665258,"about_ca_topic_score_gemma":0.0004225336,"teacher_disagreement_score":0.77189577,"about_ca_system_score_codex":0.00006570056,"about_ca_system_score_gemma":0.000034214136,"threshold_uncertainty_score":0.99962145},"labels":[],"label_agreement":null},{"id":"W2908929627","doi":"10.1007/978-3-030-00090-5_7","title":"Stephen’s Story: A Culture-Infused Perspective of Life-Making in Therapeutic Work with Transgender Clients","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transgender; Therapeutic relationship; Perspective (graphical); Harm; Psychology; Psychotherapist; Psychoanalysis; Sociology; Social psychology; Art; Visual arts","score_opus":0.05211652797887563,"score_gpt":0.38214586978345316,"score_spread":0.33002934180457755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908929627","genre_codex":"other","genre_gemma":"empirical","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":[0.08469986,0.0075547653,0.0006039613,0.02239295,0.004664261,0.0015039825,0.00063248153,0.00028178853,0.87766594],"genre_scores_gemma":[0.8100846,0.0028896795,0.0008990137,0.00543445,0.0011436195,0.00029735846,0.00028786034,0.00011001101,0.17885341],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966882,0.00010684609,0.0008397843,0.0014482389,0.00046279706,0.00045413178],"domain_scores_gemma":[0.9978254,0.00005761778,0.00070011435,0.000446526,0.00081511174,0.00015523909],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022016752,0.00080266036,0.0007787279,0.00035532046,0.00018141884,0.00010311161,0.0008512887,0.00081619574,0.0034399703],"category_scores_gemma":[0.000016638638,0.00057957316,0.00024242167,0.00015257408,0.0016187788,0.00042157783,0.00007933565,0.0009805963,0.000077982775],"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":[0.012923307,0.0010722139,0.014103303,0.00005307346,0.006196553,0.00010770703,0.04380566,0.0000024648343,0.0017993294,0.8384053,0.069774225,0.011756826],"study_design_scores_gemma":[0.007199243,0.0015645177,0.0924649,0.0006856788,0.00023066858,0.0009363472,0.012969128,0.000005298768,0.000017625862,0.13866764,0.74343807,0.0018209055],"about_ca_topic_score_codex":0.000044097294,"about_ca_topic_score_gemma":0.00017348654,"teacher_disagreement_score":0.7253847,"about_ca_system_score_codex":0.00013254375,"about_ca_system_score_gemma":0.00003131557,"threshold_uncertainty_score":0.99966556},"labels":[],"label_agreement":null},{"id":"W2908973108","doi":"10.1007/978-3-030-00090-5_14","title":"Thinking Outside the Box: Integrating Culture, Identity, Academia, and Career/Life Planning with Aboriginal Women","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Identity (music); Gender studies; Sociology; Political science; Engineering ethics; Engineering; Aesthetics; Art","score_opus":0.05758932596597287,"score_gpt":0.42598939668734626,"score_spread":0.3684000707213734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908973108","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":[0.20718233,0.0042023547,0.000058638405,0.06906729,0.006727881,0.00059519993,0.0002420209,0.00017892488,0.7117454],"genre_scores_gemma":[0.38951656,0.014817842,0.0010326485,0.028708134,0.013750373,0.00020427631,0.0004690682,0.00009274238,0.55140835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703175,0.00012744583,0.0006442952,0.00088755164,0.00082158507,0.0004873506],"domain_scores_gemma":[0.997907,0.00009506032,0.00062319444,0.00019852923,0.00088462286,0.00029161223],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006685914,0.0005684324,0.0004841561,0.00015628204,0.0011921076,0.00093354,0.0009867961,0.00082814234,0.00092226965],"category_scores_gemma":[0.00012647975,0.00034295997,0.000108345936,0.000086222615,0.0024774077,0.0014960121,0.00017588524,0.0012637506,0.000056128978],"study_design_candidate":"not_applicable","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":[0.00047712593,0.00004230231,0.014868309,0.000033451888,0.0012175979,0.00003789966,0.2251887,7.0893435e-7,0.00016943052,0.6571554,0.09846671,0.0023423396],"study_design_scores_gemma":[0.0006774662,0.00016799686,0.00925521,0.0002802511,0.000056866724,0.0005657177,0.05750513,0.0000021059243,0.0000017779705,0.048658676,0.8823073,0.0005215171],"about_ca_topic_score_codex":0.0004140474,"about_ca_topic_score_gemma":0.00084258907,"teacher_disagreement_score":0.7838406,"about_ca_system_score_codex":0.00012653612,"about_ca_system_score_gemma":0.000087542394,"threshold_uncertainty_score":0.999991},"labels":[],"label_agreement":null},{"id":"W2908980892","doi":"10.1007/978-3-030-00090-5_2","title":"Culture-Infused Counselling: Contexts, Identities, and Social Justice","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Social justice; Sociology; Economic Justice; Criminology; Social psychology; Psychology; Gender studies; Political science; Law","score_opus":0.0506877861043551,"score_gpt":0.3798725567720264,"score_spread":0.3291847706676713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908980892","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":[0.064165026,0.026762854,0.000086394975,0.034024186,0.029497145,0.00077941356,0.0012084909,0.00037291096,0.8431036],"genre_scores_gemma":[0.056166157,0.067178436,0.00031632814,0.014867647,0.006588312,0.000072256335,0.0016914867,0.0001130462,0.85300636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99603593,0.000111769434,0.0010131787,0.0016658709,0.00063269306,0.00054058345],"domain_scores_gemma":[0.9974864,0.00011930731,0.0006850643,0.00032614826,0.0011750245,0.00020802932],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036069052,0.0009449935,0.0007903787,0.00023507154,0.0006916085,0.0005805622,0.00075371953,0.0012025282,0.0073192376],"category_scores_gemma":[0.000047709444,0.0007458519,0.00026267636,0.00005535856,0.0018786977,0.0010886563,0.00018574184,0.0011038305,0.0005031172],"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":[0.0039919177,0.00028305958,0.000315585,0.00011739385,0.0034406255,0.0003605226,0.030353094,3.0024066e-7,0.0012207407,0.2166507,0.7044113,0.03885476],"study_design_scores_gemma":[0.0024048681,0.0004137627,0.001984769,0.0001251928,0.0003658261,0.0030252018,0.0031961303,0.000011011344,0.000003961729,0.037088934,0.950465,0.0009153302],"about_ca_topic_score_codex":0.000047641115,"about_ca_topic_score_gemma":0.00010010083,"teacher_disagreement_score":0.24605371,"about_ca_system_score_codex":0.000046263693,"about_ca_system_score_gemma":0.000019367506,"threshold_uncertainty_score":0.99949926},"labels":[],"label_agreement":null},{"id":"W2909096163","doi":"10.1007/978-3-030-00090-5_15","title":"Facilitating Economic, Psychological, and Social Acculturation and Adaptation: Socially Just Counselling for Refugees","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Refugee; Privilege (computing); Acculturation; Political science; Social capital; Psychological intervention; Immigration; Sociology; Public relations; Psychology; Law","score_opus":0.10852056266139747,"score_gpt":0.4143252451208239,"score_spread":0.30580468245942644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909096163","genre_codex":"empirical","genre_gemma":"other","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":[0.717245,0.008492243,0.00064357347,0.057872932,0.016634349,0.0024190126,0.003529169,0.00043700615,0.1927267],"genre_scores_gemma":[0.45303175,0.024943586,0.008042853,0.020041486,0.015347932,0.0008682004,0.008230823,0.00023863088,0.46925476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962166,0.00009858716,0.0011972537,0.0016622441,0.00031011325,0.0005151888],"domain_scores_gemma":[0.99779433,0.0002059906,0.0008195267,0.0002014037,0.00077025633,0.00020850719],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039499343,0.0008004083,0.0007233076,0.00019564845,0.0009032036,0.0004026116,0.00039996786,0.0010898632,0.0019318701],"category_scores_gemma":[0.000056231547,0.000651589,0.00019676809,0.00003497716,0.0016146705,0.0008413773,0.00008427258,0.0006115499,0.00011570223],"study_design_candidate":"not_applicable","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":[0.006054041,0.00027717464,0.0009431844,0.00021918635,0.0027968758,0.00004559136,0.099353075,0.0000025607906,0.0008496256,0.5468469,0.24376217,0.0988496],"study_design_scores_gemma":[0.0047194883,0.0011115836,0.014075594,0.00013545863,0.00023304613,0.0015474199,0.017985696,0.00012922226,0.0000052271084,0.094718456,0.86395437,0.0013844543],"about_ca_topic_score_codex":0.000038390142,"about_ca_topic_score_gemma":0.00045875894,"teacher_disagreement_score":0.62019217,"about_ca_system_score_codex":0.0000704301,"about_ca_system_score_gemma":0.000025226554,"threshold_uncertainty_score":0.99959356},"labels":[],"label_agreement":null},{"id":"W2909312307","doi":"10.1007/978-3-030-00090-5_17","title":"Culture-Infused Counselling: Moving Forward with Applied Activism and Advocacy","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Oppression; Social justice; Social work; Sociology; Economic Justice; Psychological intervention; Criminology; Public relations; Political science; Gender studies; Nursing; Medicine; Law","score_opus":0.03362103304092469,"score_gpt":0.343937304513254,"score_spread":0.3103162714723293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909312307","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":[0.1569313,0.009398938,0.00022723459,0.016727177,0.008747248,0.00092627556,0.0003356737,0.0003545284,0.80635166],"genre_scores_gemma":[0.28998598,0.058684573,0.0016200963,0.011524957,0.004647769,0.00018353728,0.0014766158,0.00020782386,0.6316687],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960429,0.000067007015,0.0008393386,0.0018557056,0.00063732284,0.000557724],"domain_scores_gemma":[0.99762756,0.000121768564,0.000678299,0.000436445,0.00085447874,0.0002814686],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002984878,0.001033243,0.0008047863,0.00025081643,0.000463466,0.00046401573,0.0006891034,0.0009918574,0.0037155636],"category_scores_gemma":[0.000031018244,0.0007232439,0.0001862498,0.000071265036,0.0015310434,0.0009263257,0.00016004693,0.0011266788,0.00027391492],"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":[0.028441388,0.0010631301,0.0023810482,0.00023297734,0.013655738,0.0009790363,0.08972411,0.000006227478,0.009389974,0.2542299,0.35193962,0.24795686],"study_design_scores_gemma":[0.0033728727,0.0007747003,0.0031544461,0.00022220761,0.00024397101,0.0034986446,0.003220851,0.000021315725,0.000016669414,0.024412928,0.9599153,0.0011461016],"about_ca_topic_score_codex":0.000055723656,"about_ca_topic_score_gemma":0.00010073378,"teacher_disagreement_score":0.60797566,"about_ca_system_score_codex":0.00004327237,"about_ca_system_score_gemma":0.000025602863,"threshold_uncertainty_score":0.99952185},"labels":[],"label_agreement":null},{"id":"W2909359205","doi":"10.1007/978-3-030-00090-5_4","title":"Fragmented Faith and the Rediscovery of God: A Feminist Perspective","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Perspective (graphical); Faith; Psychological intervention; Epistemology; Sociology; Psychology; Psychotherapist; Psychoanalysis; Philosophy; Art","score_opus":0.03565320347569975,"score_gpt":0.36643650302520464,"score_spread":0.3307832995495049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909359205","genre_codex":"other","genre_gemma":"empirical","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":[0.04725528,0.0047150576,0.000008241314,0.14948104,0.0045060734,0.0004557292,0.0003906303,0.000055621753,0.7931323],"genre_scores_gemma":[0.51346874,0.033992987,0.00014227658,0.0047746217,0.002377596,0.000044002078,0.00014473111,0.000028138194,0.4450269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791765,0.00008858363,0.0005131721,0.0007260976,0.00049065816,0.00026385396],"domain_scores_gemma":[0.99831194,0.0000623717,0.00045414496,0.00016121878,0.0009124766,0.0000978632],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00031500927,0.0003968666,0.00049426424,0.00011104562,0.0006030606,0.00024389758,0.0005372688,0.00036265596,0.00064070645],"category_scores_gemma":[0.00014073137,0.00025047114,0.00018648125,0.00004658578,0.004344476,0.00047969059,0.0002748263,0.00040369848,0.000029637271],"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":[0.0018870983,0.000087607164,0.0017793515,0.000021922484,0.002247592,0.000021901691,0.05012555,1.7737494e-7,0.00014615638,0.7967074,0.14524084,0.0017343835],"study_design_scores_gemma":[0.0025372268,0.00022147599,0.009438915,0.00014169505,0.00015484776,0.0002990047,0.08103241,0.000003139837,0.000005910101,0.18416837,0.7215253,0.0004716746],"about_ca_topic_score_codex":0.00052994647,"about_ca_topic_score_gemma":0.001303007,"teacher_disagreement_score":0.61253905,"about_ca_system_score_codex":0.000057899004,"about_ca_system_score_gemma":0.00002447371,"threshold_uncertainty_score":0.99999475},"labels":[],"label_agreement":null},{"id":"W2909683499","doi":"10.1007/978-3-030-00090-5_11","title":"The Relevance of Spirituality to Cultural Identity Reconstruction for African-Caribbean Immigrant Women","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Spirituality; Faith; Gender studies; Immigration; Sociocultural evolution; Sociology; Identity (music); Colonialism; Context (archaeology); Cultural identity; Political science; Anthropology; Geography; Medicine; Aesthetics; Social science; Art","score_opus":0.04737552128735041,"score_gpt":0.3855576324670903,"score_spread":0.3381821111797399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909683499","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":[0.36916178,0.0032968824,0.00015042764,0.17540012,0.026651558,0.0017475828,0.0013214773,0.0001951502,0.422075],"genre_scores_gemma":[0.45103568,0.034147795,0.0020702507,0.01688747,0.011660432,0.00059704715,0.00078506576,0.00011972933,0.4826965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963274,0.00016910887,0.0010997248,0.0011435511,0.0006515158,0.0006086988],"domain_scores_gemma":[0.99640214,0.00022540068,0.00078258006,0.00035358465,0.0019565828,0.0002796833],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000990213,0.0005667426,0.0006561666,0.00015753032,0.0010018559,0.0003565053,0.0011896257,0.00070633437,0.0006497924],"category_scores_gemma":[0.0004686541,0.00039405993,0.00032334225,0.00010995888,0.0041379156,0.0010465108,0.0001816747,0.00048699198,0.000073291216],"study_design_candidate":"not_applicable","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":[0.0052584033,0.00019883373,0.0020174072,0.00007004537,0.002179553,0.00001723383,0.06326455,8.065442e-7,0.0021903748,0.55447054,0.3331633,0.037168942],"study_design_scores_gemma":[0.0009908725,0.00037254137,0.0068724304,0.00009783316,0.000054486034,0.00023772231,0.014662605,0.0000016614979,0.0000134448,0.16251487,0.8136671,0.00051442324],"about_ca_topic_score_codex":0.0006691266,"about_ca_topic_score_gemma":0.005742734,"teacher_disagreement_score":0.48050383,"about_ca_system_score_codex":0.00016044507,"about_ca_system_score_gemma":0.00004504043,"threshold_uncertainty_score":0.9998511},"labels":[],"label_agreement":null},{"id":"W2909697712","doi":"10.1007/978-3-030-00090-5_3","title":"Go Back to Your Trailer: Essential Social Class Awareness for Counsellors","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Poverty; Intervention (counseling); Psychological intervention; Middle class; Girl; Style (visual arts); Psychology; Class (philosophy); Gender studies; Sociology; Political science; Law; Art; Developmental psychology; Visual arts","score_opus":0.07902256631973807,"score_gpt":0.41088990105040396,"score_spread":0.3318673347306659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909697712","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":[0.13689636,0.0033270027,0.00032144773,0.09350431,0.04301711,0.00169852,0.003178792,0.00031586806,0.7177406],"genre_scores_gemma":[0.05304805,0.0063040997,0.00074325583,0.016373197,0.011214776,0.00026729656,0.0028673902,0.00016937323,0.90901256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995817,0.00008300684,0.0010406724,0.001846188,0.0005811656,0.0006319321],"domain_scores_gemma":[0.9972624,0.0001220552,0.00055916974,0.00035426972,0.0014313261,0.00027077668],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033714937,0.000936413,0.00081676844,0.00028216816,0.0005538433,0.00041937182,0.0010197998,0.0011580645,0.01236603],"category_scores_gemma":[0.000058705715,0.0007564472,0.00043533958,0.00007681367,0.001016906,0.00076511013,0.00019479448,0.00072795275,0.0013453906],"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":[0.006745549,0.0003236016,0.00026083662,0.000058996873,0.0027657559,0.00009015136,0.013274717,0.0000017417133,0.0021396708,0.07004251,0.8635406,0.04075588],"study_design_scores_gemma":[0.0025089404,0.0005863012,0.0026995256,0.0001067706,0.00016931626,0.0010065396,0.0019621868,0.0000144483365,0.000010987498,0.014935317,0.97503483,0.00096480537],"about_ca_topic_score_codex":0.000051122483,"about_ca_topic_score_gemma":0.0002090145,"teacher_disagreement_score":0.19127198,"about_ca_system_score_codex":0.00006168159,"about_ca_system_score_gemma":0.00003141551,"threshold_uncertainty_score":0.99948865},"labels":[],"label_agreement":null},{"id":"W2910119407","doi":"10.1007/978-3-030-00090-5_12","title":"Intersectionality and International Student Identities in Transition","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Intersectionality; Transition (genetics); Gender studies; Sociology; Political science; Biology; Genetics","score_opus":0.11997802399931304,"score_gpt":0.3996922610990673,"score_spread":0.2797142370997543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910119407","genre_codex":"other","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":[0.32029262,0.00096503634,0.000032821226,0.05076231,0.0112518445,0.000412452,0.0005328206,0.00012052291,0.61562955],"genre_scores_gemma":[0.6471097,0.02230504,0.00022849154,0.006653136,0.0033832537,0.00004192444,0.0009525868,0.000033698343,0.3192922],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722207,0.00013367373,0.00066980236,0.0010048951,0.0006273321,0.00034223526],"domain_scores_gemma":[0.9985725,0.00005533593,0.00033054684,0.00015364731,0.0007147354,0.00017318576],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005126087,0.0004695792,0.000430039,0.00029168543,0.0004404347,0.0004102327,0.0006609604,0.00060763105,0.0039676153],"category_scores_gemma":[0.00007335283,0.0004220833,0.00016490635,0.000055920133,0.002244082,0.0014844572,0.0002572651,0.00060026615,0.00008542303],"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":[0.0036187782,0.000814449,0.034852438,0.000113718364,0.004098414,0.00030185975,0.17989567,0.000004796336,0.0009029652,0.60783416,0.14546217,0.022100586],"study_design_scores_gemma":[0.0024898255,0.00024973517,0.079536,0.00022965045,0.00009614921,0.00053347094,0.03174346,0.000009153273,0.0000074984923,0.21204573,0.67208517,0.0009741676],"about_ca_topic_score_codex":0.0003125511,"about_ca_topic_score_gemma":0.0019923092,"teacher_disagreement_score":0.526623,"about_ca_system_score_codex":0.00016512681,"about_ca_system_score_gemma":0.000028076312,"threshold_uncertainty_score":0.9998231},"labels":[],"label_agreement":null},{"id":"W2910251772","doi":"10.1007/978-3-030-00090-5_13","title":"Indigenizing and Decolonizing Therapeutic Responses to Trauma-Related Dissociation","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Oppression; Indigenous; Colonialism; Historical trauma; Gender studies; Psychotherapist; Sociology; Psychology; Criminology; Political science; Politics; Ecology; Law","score_opus":0.06077878202240774,"score_gpt":0.39132130783993246,"score_spread":0.33054252581752475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910251772","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":[0.71621376,0.0086767925,0.000022687906,0.03775466,0.010751558,0.000636112,0.00032227958,0.00020748879,0.22541465],"genre_scores_gemma":[0.55313355,0.0124491975,0.00042854223,0.009637168,0.0018199352,0.00008965884,0.000623489,0.00010247395,0.421716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966508,0.00013916232,0.0008799222,0.0014096781,0.00045150204,0.00046892063],"domain_scores_gemma":[0.99808484,0.00019862244,0.00051335414,0.00029897713,0.00066894584,0.00023525096],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004448805,0.0007094708,0.00058761763,0.00034000428,0.00048554127,0.00038614118,0.0005483322,0.0009027665,0.004117677],"category_scores_gemma":[0.000114939896,0.00056337565,0.00018363498,0.00008366252,0.00071417174,0.0007909121,0.00020997149,0.0007854824,0.00039614685],"study_design_candidate":"not_applicable","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":[0.013851153,0.0006475189,0.017434752,0.000085091255,0.009470355,0.0005167178,0.09994812,0.0000028512925,0.006550999,0.13740449,0.10842062,0.60566735],"study_design_scores_gemma":[0.0021936586,0.0008309648,0.09338027,0.00022710617,0.00022006725,0.0021455095,0.003488555,0.000018865258,0.000012769352,0.03362356,0.86276215,0.0010965228],"about_ca_topic_score_codex":0.00006232809,"about_ca_topic_score_gemma":0.00014260804,"teacher_disagreement_score":0.75434154,"about_ca_system_score_codex":0.00006697982,"about_ca_system_score_gemma":0.00001642373,"threshold_uncertainty_score":0.9996818},"labels":[],"label_agreement":null},{"id":"W2910849170","doi":"10.1007/978-3-030-00090-5_16","title":"Refugee-Serving Multicultural Therapy Practicum: An Example of a Culture-Infused, Service-Based Training Program","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Practicum; Refugee; Multiculturalism; Psychology; Pedagogy; Medical education; Social work; Cultural competence; Psychotherapist; Medicine; Nursing; Political science","score_opus":0.12946959834236416,"score_gpt":0.4151409100570594,"score_spread":0.28567131171469523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910849170","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":[0.6618839,0.008443761,0.00003526256,0.022734439,0.015330551,0.0019401218,0.0006873322,0.00068092556,0.2882637],"genre_scores_gemma":[0.5737459,0.026838258,0.0128534455,0.029949082,0.009576691,0.00070988695,0.008258276,0.0004398915,0.33762854],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952049,0.00019684892,0.0013200156,0.0018968182,0.0007568074,0.0006245777],"domain_scores_gemma":[0.9955716,0.00014903836,0.0012044363,0.0006679453,0.0021008449,0.00030613362],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000488707,0.0010764869,0.0009535959,0.00028048662,0.00038513145,0.0003872918,0.0011655886,0.0011743066,0.0059295655],"category_scores_gemma":[0.00007975255,0.00077241857,0.00035306343,0.00013219594,0.001049704,0.0016129266,0.00018865553,0.0011148703,0.0001802333],"study_design_candidate":"not_applicable","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":[0.024309793,0.0037172732,0.0016988294,0.00027908589,0.010023374,0.0005599334,0.1708747,0.000017616609,0.022252252,0.048111077,0.09916605,0.61899],"study_design_scores_gemma":[0.004393827,0.0018637133,0.004270078,0.00031221038,0.00017827908,0.0017218454,0.007160119,0.00015063903,0.000041056617,0.004686996,0.97406745,0.0011537728],"about_ca_topic_score_codex":0.0005014934,"about_ca_topic_score_gemma":0.00057534315,"teacher_disagreement_score":0.8749014,"about_ca_system_score_codex":0.000053536358,"about_ca_system_score_gemma":0.000044018594,"threshold_uncertainty_score":0.9994727},"labels":[],"label_agreement":null},{"id":"W2911106535","doi":"10.1007/978-3-030-00090-5_1","title":"Infusing Culture and Social Justice in Ethical Practices with All Clients","year":2018,"lang":"en","type":"book-chapter","venue":"International and cultural psychology/International and cultural psychology series","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Social justice; Economic Justice; Sociology; Engineering ethics; Psychology; Political science; Criminology; Law; Engineering","score_opus":0.07726997534009766,"score_gpt":0.4281674283545551,"score_spread":0.35089745301445746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911106535","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":[0.24735835,0.007033317,0.000013805963,0.083550066,0.010461723,0.00063567434,0.00036318568,0.00017021342,0.65041363],"genre_scores_gemma":[0.27089486,0.034984745,0.001892455,0.055713166,0.00866675,0.00014524505,0.0025181794,0.00020706511,0.6249775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964674,0.00016009406,0.0007931462,0.0014782951,0.00063771417,0.00046334957],"domain_scores_gemma":[0.9975608,0.00013026445,0.00092090503,0.00023618205,0.0009694044,0.00018244822],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005058872,0.0007455984,0.0006378548,0.00024054735,0.00030775194,0.0003903948,0.00054380094,0.0015368522,0.001872961],"category_scores_gemma":[0.00013491786,0.00053143274,0.000115226125,0.00007074314,0.0013924768,0.0010291642,0.00024207823,0.0019751815,0.00015062386],"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":[0.026728304,0.0010691655,0.0061386693,0.0002770067,0.006331316,0.0017769404,0.11527341,0.000003147446,0.0019197443,0.20808503,0.55258906,0.0798082],"study_design_scores_gemma":[0.0029655995,0.0006415735,0.007766365,0.00018456747,0.0002734721,0.003616948,0.005631886,0.000017454764,0.0000012263458,0.0114190625,0.9667141,0.0007677878],"about_ca_topic_score_codex":0.00009363013,"about_ca_topic_score_gemma":0.00039524472,"teacher_disagreement_score":0.414125,"about_ca_system_score_codex":0.000056794863,"about_ca_system_score_gemma":0.000026547086,"threshold_uncertainty_score":0.9997594},"labels":[],"label_agreement":null},{"id":"W4236650027","doi":"10.1007/978-3-030-00090-5","title":"Counselling in Cultural Contexts","year":2018,"lang":"en","type":"book","venue":"International and cultural psychology/International and cultural psychology series","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ethnic group; Sexual orientation; Class (philosophy); Psychology; Gender studies; Social psychology; Sociology; Anthropology; Epistemology","score_opus":0.04489900279446412,"score_gpt":0.39268510427093,"score_spread":0.3477861014764659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236650027","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":[0.18237992,0.02572204,0.000049279715,0.030819766,0.03382003,0.0009462224,0.0006853209,0.00033053136,0.7252469],"genre_scores_gemma":[0.077863075,0.05552794,0.0004768337,0.011478793,0.005865918,0.00017430882,0.002383093,0.00012382113,0.84610623],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99497306,0.00024055302,0.0013433696,0.001990219,0.0006944934,0.0007583224],"domain_scores_gemma":[0.997232,0.00019916058,0.0006888517,0.00047913392,0.0011438215,0.0002569923],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005535947,0.0010457247,0.0009358291,0.00038921108,0.00033879437,0.0004885173,0.0011481773,0.0013024134,0.0054697194],"category_scores_gemma":[0.00010708799,0.00080011436,0.00031651842,0.00015969417,0.0015120044,0.001466474,0.00018455675,0.0015028223,0.00085237896],"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":[0.0050418084,0.00063156034,0.0027220102,0.00006970826,0.0022750716,0.0007074812,0.01994941,0.000003946061,0.0012936248,0.029679166,0.86811894,0.0695073],"study_design_scores_gemma":[0.0030468097,0.00043197256,0.008520498,0.00031818153,0.00010117376,0.0028730996,0.0023114886,0.00003381903,0.000005501929,0.01709213,0.9642106,0.0010547135],"about_ca_topic_score_codex":0.00016162144,"about_ca_topic_score_gemma":0.00045174113,"teacher_disagreement_score":0.120859325,"about_ca_system_score_codex":0.00011418767,"about_ca_system_score_gemma":0.000040806735,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null}]}