{"meta":{"query_hash":"7e71dd4b6e98","filters":{"venue":"Glottopol"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/7e71dd4b6e98","api":"https://metacan.xera.ac/api/v1/cohort?venue=Glottopol"},"results":[{"id":"W3201810111","doi":"10.4000/glottopol.311","title":"Shana Poplack, 2018, Borrowing: Loanwords in the speech community and in the grammar","year":2021,"lang":"en","type":"article","venue":"Glottopol","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","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":"Carleton University","funders":"","keywords":"Linguistics; Grammar; Speech community; Computer science; Philosophy","score_opus":0.04533552849437731,"score_gpt":0.24553418801426358,"score_spread":0.20019865951988627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201810111","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":[0.94322556,0.000608259,0.0000018954578,0.00047578214,0.0017469603,0.0001372455,0.000047050966,0.000016577525,0.05374066],"genre_scores_gemma":[0.99480665,0.000045389348,0.000015730344,0.001982247,0.001574719,0.0000026849548,0.000024388546,0.0000053002923,0.0015429122],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989701,0.00039849343,0.00014010904,0.00010991426,0.00018823738,0.00019313209],"domain_scores_gemma":[0.9992798,0.00017999743,0.000032966993,0.00033260943,0.00015289296,0.000021740982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007353615,0.00009698182,0.00012440042,0.00005084434,0.000450526,0.00040232376,0.00036939853,0.00003545532,0.0004632548],"category_scores_gemma":[0.0012546653,0.00006380419,0.000043788805,0.00007052925,0.00019610711,0.000102201215,0.00013741775,0.00038776387,0.000033398657],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000294767,0.00058045366,0.090286285,0.000112050635,0.000034878496,0.00049966987,0.6440738,7.4478515e-7,0.000003900336,0.107162215,0.15636809,0.00084844284],"study_design_scores_gemma":[0.0008150118,0.00005493436,0.040088158,0.00005049784,0.000058280846,0.000009938754,0.72762954,0.000035118293,0.000042102503,0.020972217,0.20995902,0.00028520264],"about_ca_topic_score_codex":0.01943505,"about_ca_topic_score_gemma":0.12952575,"teacher_disagreement_score":0.1100907,"about_ca_system_score_codex":0.000025247871,"about_ca_system_score_gemma":0.00002529484,"threshold_uncertainty_score":0.98709464},"labels":[],"label_agreement":null},{"id":"W3202533074","doi":"10.4000/glottopol.553","title":"Trajectoires de la surdité en France. Parents entendants d’enfants sourds : questionner la fragmentation de l’identité sourde","year":2020,"lang":"fr","type":"article","venue":"Glottopol","topic":"Linguistic and Sociocultural Studies","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":"Université de Moncton","funders":"","keywords":"Humanities; Sociology; Art","score_opus":0.012091709529594296,"score_gpt":0.3140378832966671,"score_spread":0.3019461737670728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202533074","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":[0.9603142,0.006289133,0.001125207,0.012122178,0.0017555462,0.00031071957,0.00013555498,0.00017352526,0.017773947],"genre_scores_gemma":[0.98296237,0.003803183,0.00059532595,0.0011064176,0.0028870348,0.00003417559,0.000016524187,0.000027476348,0.008567482],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657094,0.001420777,0.00035588065,0.00039190977,0.00056093006,0.00069954665],"domain_scores_gemma":[0.9986915,0.0005460616,0.00017432627,0.00010599457,0.00012541238,0.0003567141],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008513462,0.00028028377,0.00034542044,0.00002737775,0.0009159725,0.00020968939,0.00035960626,0.00035727757,0.0005163265],"category_scores_gemma":[0.0016166118,0.0002731063,0.00019719468,0.0002933178,0.00085609057,0.00022765485,0.000103459584,0.00039052847,0.00022271097],"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":[0.000043170185,0.0002633672,0.60377824,0.00016593529,0.00039418662,0.00018204936,0.3138071,0.00015266541,0.00030399024,0.037549485,0.01297207,0.030387746],"study_design_scores_gemma":[0.0023317742,0.00018543447,0.35057756,0.0005502753,0.0005393042,0.00002747203,0.12704086,0.0009998953,0.00054882956,0.018774942,0.4972722,0.0011514617],"about_ca_topic_score_codex":0.02069383,"about_ca_topic_score_gemma":0.0006987075,"teacher_disagreement_score":0.4843001,"about_ca_system_score_codex":0.0003200529,"about_ca_system_score_gemma":0.00023843147,"threshold_uncertainty_score":0.9999721},"labels":[],"label_agreement":null},{"id":"W3203743705","doi":"10.4000/glottopol.356","title":"La problématique initiale de la liste Cerquiglini et ses effets ultérieurs","year":2020,"lang":"fr","type":"article","venue":"Glottopol","topic":"Approximation Theory and Sequence Spaces","field":"Mathematics","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":"Université Laval","funders":"","keywords":"Medicine; Gynecology","score_opus":0.04110035524715571,"score_gpt":0.343981862025518,"score_spread":0.3028815067783623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203743705","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":[0.4968316,0.0028009387,0.06408689,0.08797186,0.00080777967,0.0022280607,0.00048772988,0.00105993,0.3437252],"genre_scores_gemma":[0.9655419,0.0003937268,0.023498375,0.004145086,0.00046552773,0.00009614326,0.000027210659,0.000095571326,0.005736431],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99579966,0.0025573822,0.00051995623,0.00037033815,0.000284524,0.0004681667],"domain_scores_gemma":[0.9965132,0.0024387273,0.00030392298,0.00032374082,0.00009244462,0.00032799685],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016134973,0.00035438192,0.00045708992,0.000051682346,0.00016110459,0.00023548864,0.00036927414,0.00050749106,0.00093957357],"category_scores_gemma":[0.0025621804,0.0003596883,0.0001746903,0.00027478207,0.00069213496,0.00043140352,0.00012899007,0.00072694494,0.00055083015],"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":[0.000107601794,0.0003122707,0.00023400657,0.0018840792,0.00010390535,0.00022080145,0.06423259,0.00013706322,0.0013453813,0.9184371,0.0084907515,0.0044944156],"study_design_scores_gemma":[0.0025121968,0.00062192074,0.00027718948,0.0014895728,0.00036027993,0.00052783586,0.017852796,0.0062689236,0.04068716,0.6787517,0.24933395,0.0013164901],"about_ca_topic_score_codex":0.0000692248,"about_ca_topic_score_gemma":0.00001943285,"teacher_disagreement_score":0.46871033,"about_ca_system_score_codex":0.0000815596,"about_ca_system_score_gemma":0.00037455413,"threshold_uncertainty_score":0.9999737},"labels":[],"label_agreement":null},{"id":"W4220851876","doi":"10.4000/glottopol.1936","title":"Coraline Pradeau, Politiques linguistiques d’immigration et didactique du français. Regards croisés sur la France, la Belgique, la Suisse et le Québec","year":2022,"lang":"fr","type":"article","venue":"Glottopol","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"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":"Agence Nationale de la Recherche","keywords":"Political science; Humanities; Art","score_opus":0.012949451366108079,"score_gpt":0.3295218714848702,"score_spread":0.31657242011876213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220851876","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":[0.30362773,0.08917471,0.0065672216,0.14282125,0.0039068675,0.0016387749,0.00061239605,0.001772377,0.4498787],"genre_scores_gemma":[0.7979602,0.0024271025,0.010024798,0.003565915,0.0012697509,0.00024614533,0.000117319454,0.00014658464,0.18424216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9792398,0.017354222,0.0007427286,0.0008304049,0.0009732512,0.0008595966],"domain_scores_gemma":[0.99385226,0.004170018,0.00058245833,0.0006048731,0.00046401395,0.00032640874],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008773531,0.00054931926,0.00069480145,0.00023970436,0.0010656274,0.00042376522,0.0007727536,0.0006215803,0.0017850738],"category_scores_gemma":[0.0063489946,0.0006366294,0.00033744815,0.0009419619,0.0012236683,0.00068318704,0.0003496284,0.0023257646,0.000042604697],"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":[0.000097502816,0.001147923,0.02066314,0.00024058067,0.00016524948,0.00076028524,0.1451804,0.00046289936,0.00061532634,0.74300736,0.065287344,0.022371976],"study_design_scores_gemma":[0.00070649444,0.00027053364,0.013250839,0.00014265646,0.00006232662,0.00012376055,0.005243145,0.00035354248,0.00061563356,0.0033018484,0.97525966,0.00066954916],"about_ca_topic_score_codex":0.8575556,"about_ca_topic_score_gemma":0.26888472,"teacher_disagreement_score":0.9099723,"about_ca_system_score_codex":0.00036806866,"about_ca_system_score_gemma":0.0036871287,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W4288734422","doi":"10.4000/glottopol.2375","title":"L’enseignement bilingue et les rapports de pouvoir des langues dans des contextes migratoires : le cas des communautés portugaises en Amérique du Nord et capverdiennes au Portugal","year":2022,"lang":"fr","type":"article","venue":"Glottopol","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"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":"Political science; Humanities; Art","score_opus":0.03855400517479563,"score_gpt":0.311689456632537,"score_spread":0.2731354514577414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288734422","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":[0.93029857,0.029918782,0.0002656554,0.00539621,0.00095965597,0.0005493285,0.00037132954,0.00025563574,0.031984862],"genre_scores_gemma":[0.9780704,0.0074011516,0.0015763754,0.00079630775,0.0006249678,0.00020591255,0.00009959006,0.000059903465,0.011165438],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9945916,0.0021979273,0.00070279726,0.00058485556,0.00065029826,0.0012725523],"domain_scores_gemma":[0.9975197,0.0010402037,0.00035324367,0.0003318295,0.00038803366,0.0003670026],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0026198542,0.0005784154,0.0007079864,0.00009281232,0.007780008,0.00017504304,0.0006596801,0.00023292236,0.00032889532],"category_scores_gemma":[0.0015046328,0.0005413146,0.00041219904,0.00043467034,0.0049681487,0.00032795902,0.0006854822,0.0006130009,0.0000143286525],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044346525,0.0005486326,0.27104294,0.00016152282,0.00032889776,0.00041418374,0.6396884,0.00017720433,0.00020926638,0.07417697,0.0048495466,0.008358113],"study_design_scores_gemma":[0.00060535735,0.00043165172,0.17759053,0.00022839867,0.000190921,0.00012504423,0.6940242,0.00004351371,0.0004751221,0.022113211,0.10336311,0.0008089355],"about_ca_topic_score_codex":0.55753356,"about_ca_topic_score_gemma":0.6586597,"teacher_disagreement_score":0.10112612,"about_ca_system_score_codex":0.0017878746,"about_ca_system_score_gemma":0.0012571231,"threshold_uncertainty_score":0.9997038},"labels":[],"label_agreement":null},{"id":"W4362684634","doi":"10.4000/glottopol.3250","title":"Être inuk et plurilingue à Kuujjuaq au Nunavik (grand Nord québécois) pour marcher ensemble les langues","year":2023,"lang":"fr","type":"article","venue":"Glottopol","topic":"Multilingual Education and Policy","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":"Francophone University Association","funders":"","keywords":"Humanities; Art; Sociology","score_opus":0.10440081682410877,"score_gpt":0.44653806308658095,"score_spread":0.34213724626247216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362684634","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":[0.7968743,0.0020076123,0.000014745022,0.044238597,0.003182756,0.0003294119,0.00011289603,0.00030287038,0.15293685],"genre_scores_gemma":[0.63660747,0.0013010117,0.0002708034,0.0020092626,0.0032579866,0.00003285471,0.00006038087,0.000050004888,0.35641024],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717396,0.00053948455,0.00040057042,0.0004604759,0.0004734227,0.00095208007],"domain_scores_gemma":[0.9983909,0.0005035928,0.00015634303,0.00035697152,0.00016900552,0.00042314688],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009835628,0.00031166265,0.00033643554,0.00019319536,0.0006199435,0.00013599706,0.0004353055,0.00036292404,0.0029140904],"category_scores_gemma":[0.00069864915,0.00032490923,0.00021130414,0.0010234548,0.00052652037,0.00019456184,0.00010927574,0.00041627852,0.0059313374],"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":[0.00005333571,0.00042739665,0.016590858,0.00029810952,0.00012235364,0.000082884595,0.5305715,0.000106888656,0.0005391094,0.054979607,0.10589563,0.29033232],"study_design_scores_gemma":[0.00049239455,0.000038414866,0.0106048845,0.00013918497,0.000045117824,0.000009608902,0.031905793,0.0002942873,0.00031664417,0.0036534755,0.9520876,0.00041262255],"about_ca_topic_score_codex":0.7222965,"about_ca_topic_score_gemma":0.40049934,"teacher_disagreement_score":0.84619194,"about_ca_system_score_codex":0.00039900222,"about_ca_system_score_gemma":0.0027596753,"threshold_uncertainty_score":0.9999203},"labels":[],"label_agreement":null},{"id":"W4385159078","doi":"10.4000/glottopol.3972","title":"J’ai un accent, moi ? Les médias et les caractéristiques « atypiques » des personnalités politiques","year":2023,"lang":"fr","type":"article","venue":"Glottopol","topic":"Education, sociology, and vocational training","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":"Université de Montréal; Collège Lionel Groulx","funders":"","keywords":"Humanities; Art; Philosophy","score_opus":0.5102496623410113,"score_gpt":0.5508083366298153,"score_spread":0.040558674288804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385159078","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":[0.6690867,0.020735042,0.00038547788,0.23691894,0.0034151536,0.00047132254,0.00024450303,0.00095972366,0.06778313],"genre_scores_gemma":[0.93263364,0.030119268,0.0021347078,0.0031479588,0.004837132,0.00009776109,0.00018919124,0.000057667134,0.026782703],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949953,0.0026684,0.000459327,0.00052974623,0.0004026571,0.00094454765],"domain_scores_gemma":[0.99681133,0.0019020388,0.00021246106,0.00025841082,0.00052473583,0.0002910002],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0035681943,0.0003478291,0.00036806948,0.00017502818,0.0016121175,0.00020470019,0.00047542722,0.0007492114,0.0011511515],"category_scores_gemma":[0.0017268521,0.00037982108,0.00025200506,0.00072168594,0.0035540422,0.0006352495,0.000086449654,0.00074623094,0.00027725913],"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":[0.000006051753,0.00013125536,0.047763195,0.000108171094,0.0001102465,0.0000055150645,0.120922476,0.0000036714896,0.000025845842,0.7894866,0.01786144,0.023575524],"study_design_scores_gemma":[0.00022069056,0.00009417324,0.16965869,0.0002972597,0.000099781035,0.00001089555,0.3468766,0.000055621804,0.00032032336,0.13004471,0.35170034,0.0006209168],"about_ca_topic_score_codex":0.04132634,"about_ca_topic_score_gemma":0.001692049,"teacher_disagreement_score":0.6594419,"about_ca_system_score_codex":0.00028348994,"about_ca_system_score_gemma":0.00060362654,"threshold_uncertainty_score":0.99986535},"labels":[],"label_agreement":null},{"id":"W4385174098","doi":"10.4000/glottopol.4039","title":"Stories and counter-stories from French second language researchers","year":2023,"lang":"en","type":"article","venue":"Glottopol","topic":"Multilingual Education and Policy","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; University of British Columbia; Université de Sherbrooke","funders":"","keywords":"Linguistics; Computer science; Philosophy","score_opus":0.13767151297137145,"score_gpt":0.504216330517852,"score_spread":0.3665448175464805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385174098","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":[0.9331157,0.00046406477,0.000001147211,0.0023177504,0.0006972605,0.000097560725,0.000099032644,0.00014572874,0.06306171],"genre_scores_gemma":[0.9227553,0.000107390406,0.000058942664,0.0003089107,0.000778931,0.000011621093,0.000027123178,0.000007734742,0.07594406],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.999123,0.00011744153,0.000089972586,0.00015348008,0.00024995822,0.00026618427],"domain_scores_gemma":[0.99938315,0.00024441638,0.000027714294,0.00013174547,0.000057062243,0.0001559075],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004079878,0.00006369224,0.000085684034,0.000069368165,0.00036956355,0.00011680464,0.00014109946,0.00006861319,0.0029633164],"category_scores_gemma":[0.0005987628,0.00006327678,0.000020268704,0.0002967226,0.00030780962,0.00012018908,0.000039713508,0.00010775517,0.00028432108],"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":[0.0000057370708,0.000016451277,0.012318251,0.000014140276,0.000017874383,0.000006590205,0.8840281,1.9707946e-7,0.0003884182,0.00912666,0.08075072,0.013326871],"study_design_scores_gemma":[0.00011823514,0.000009921196,0.021289807,0.0000071893105,0.0000029722974,1.3170123e-7,0.1440784,0.000008791662,0.00027983304,0.0008981796,0.8332186,0.00008797846],"about_ca_topic_score_codex":0.09648355,"about_ca_topic_score_gemma":0.043231923,"teacher_disagreement_score":0.7524678,"about_ca_system_score_codex":0.0000712234,"about_ca_system_score_gemma":0.0002592372,"threshold_uncertainty_score":0.9979481},"labels":[],"label_agreement":null},{"id":"W4385804700","doi":"10.4000/glottopol.4273","title":"Altera lingua or the social construction of linguistic otherness","year":2023,"lang":"en","type":"article","venue":"Glottopol","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"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":"Lingua franca; Linguistics; Sociology; Philosophy","score_opus":0.050697625122239014,"score_gpt":0.3736768126544897,"score_spread":0.3229791875322507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385804700","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":[0.8628949,0.00021393642,0.000089890855,0.008432508,0.0050593293,0.0005569731,0.000046596386,0.0004927327,0.12221314],"genre_scores_gemma":[0.98858005,0.000097545795,0.00008909645,0.00009481682,0.002539526,0.000011351588,0.0000024288745,0.0000066697758,0.008578497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991342,0.00010093628,0.00016070061,0.0001091168,0.00027343995,0.00022159467],"domain_scores_gemma":[0.9993813,0.00024313052,0.000090867514,0.00006598533,0.00018982118,0.000028900517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003848935,0.00006948117,0.00014236939,0.000020061569,0.0012808033,0.00003187094,0.00017653186,0.0000618018,0.0001368071],"category_scores_gemma":[0.0014828808,0.00003660341,0.00006679762,0.00034762628,0.0007787914,0.000018107636,0.000041637704,0.0000789071,0.00007328213],"study_design_candidate":"qualitative","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":[0.000038026956,0.000025860572,0.0055352678,0.000035123834,0.00010406271,0.000012211718,0.4741469,0.0000019697093,0.00003594007,0.49990872,0.004788029,0.015367862],"study_design_scores_gemma":[0.00056146947,0.000059985054,0.009555583,0.00005656586,0.00010885113,0.0000021045767,0.29255345,0.00005276059,0.00021444845,0.05682026,0.63966274,0.00035177747],"about_ca_topic_score_codex":0.0028591966,"about_ca_topic_score_gemma":0.0008477753,"teacher_disagreement_score":0.6348747,"about_ca_system_score_codex":0.000042754815,"about_ca_system_score_gemma":0.00009962106,"threshold_uncertainty_score":0.9851033},"labels":[],"label_agreement":null},{"id":"W4395961509","doi":"10.4000/glottopol.4348","title":"L’« exiguïté » (François Paré, 1992), une notion obsolète ?","year":2024,"lang":"fr","type":"article","venue":"Glottopol","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"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":"Philosophy","score_opus":0.036061118305242786,"score_gpt":0.25550193391038045,"score_spread":0.21944081560513767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395961509","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":[0.1122031,0.30751288,0.000114720235,0.070868336,0.031208903,0.00079897203,0.0014626889,0.0011099695,0.47472042],"genre_scores_gemma":[0.33304343,0.005017455,0.000050903865,0.00053046097,0.00588808,0.000026042973,0.00013319538,0.000053081778,0.65525734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982488,0.00006950848,0.00039699936,0.00044031945,0.00030660833,0.0005377336],"domain_scores_gemma":[0.9993927,0.000052341114,0.00005491166,0.00027496932,0.00007265768,0.00015242242],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017240511,0.00031859547,0.00029034555,0.00010394841,0.0007392288,0.0017642422,0.00020889156,0.00019489528,0.013105827],"category_scores_gemma":[0.000019907724,0.00029917218,0.00033597823,0.00017150784,0.00054548203,0.00097274303,0.0000831784,0.0004319555,0.010574462],"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":[0.000011367882,0.000101529506,0.000010289566,0.0007195974,0.00013308768,0.00021197155,0.025325578,0.0000056592894,0.0003246816,0.77694756,0.17046219,0.025746465],"study_design_scores_gemma":[0.00019628568,0.00010811013,0.00016784757,0.0005968082,0.00020062504,0.000037612073,0.0030330198,0.00045243505,0.00016624175,0.012505496,0.9821261,0.00040939997],"about_ca_topic_score_codex":0.04887989,"about_ca_topic_score_gemma":0.028045222,"teacher_disagreement_score":0.8116639,"about_ca_system_score_codex":0.00013278997,"about_ca_system_score_gemma":0.000059766648,"threshold_uncertainty_score":0.99994606},"labels":[],"label_agreement":null}]}