{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"9804ba4062a8","filters":{"venue":"La Revue Française de Service Social"}},"results":[{"id":"W27593337","doi":"10.1016/j.pt.2016.08.004","title":"Paroles d'AS: le CAP d'égoïsme","year":2012,"lang":"en","type":"article","venue":"La Revue Française de Service Social","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Business","authors":[{"name":"Claire Guillemot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01674978740836991,"gpt":0.282939900127799,"spread":0.2661901127194291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00281864,0.0005222796,0.000537492,0.0006304282,0.00637184,0.006083467,0.0006196875,0.002833881,0.02897616],"category_scores_gemma":[0.007409268,0.0002349252,0.0004529134,0.0004125377,0.006554303,0.004854706,0.0043757,0.006564822,0.005973126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005797687,"about_ca_system_score_gemma":0.006685523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02622105,"about_ca_topic_score_gemma":0.0234788,"domain_scores_codex":[0.9967712,0.001676514,0.00007737715,0.0002289295,0.0006238758,0.0006222189],"domain_scores_gemma":[0.9960777,0.000813515,0.0003341883,0.0003007558,0.001025584,0.001448327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000129832,0.00006362857,0.003529304,0.0001614266,0.00002018544,0.001289979,0.01480069,0.0002143364,0.0006438773,0.4689468,0.3943543,0.1158457],"study_design_scores_gemma":[0.000007317955,0.0000258789,0.001506999,0.0001462194,0.000003853825,0.001043284,0.005320769,0.0000904519,0.0001434979,0.01330739,0.978386,0.00001838462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02774173,0.02188621,0.004483612,0.4948464,0.02287411,0.00005877672,0.0003808174,0.0004094995,0.4273189],"genre_scores_gemma":[0.6159361,0.01585883,0.00321116,0.04663297,0.008409679,0.0001588564,0.0002462649,0.0005208504,0.3090252],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02897616,"threshold_uncertainty_score":0.09693485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2779789326","doi":"","title":"L’intervention clinique en travail social au Québec : quels défis ?","year":2017,"lang":"fr","type":"article","venue":"La Revue Française de Service Social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology","authors":[{"name":"Annie Gussew","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02258860219778741,"gpt":0.3214015390243286,"spread":0.2988129368265412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03887776,0.001216981,0.001759506,0.002461102,0.008826748,0.01115015,0.004241209,0.008351627,0.009556293],"category_scores_gemma":[0.05874156,0.000666987,0.0009847329,0.004005428,0.01620539,0.006618715,0.004460875,0.008364274,0.0005748117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1314301,"about_ca_system_score_gemma":0.2572228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9653067,"about_ca_topic_score_gemma":0.9788172,"domain_scores_codex":[0.974922,0.01448595,0.001097883,0.001842381,0.003996122,0.003655699],"domain_scores_gemma":[0.9579123,0.01568954,0.003123099,0.001441651,0.01330337,0.008530009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009562115,0.00139418,0.05456843,0.005499207,0.000995446,0.001196615,0.04439759,0.003117261,0.00166997,0.2754524,0.2923768,0.3183759],"study_design_scores_gemma":[0.001332646,0.0007389885,0.162096,0.02730764,0.0007795446,0.0006086222,0.0714376,0.004624232,0.0008883466,0.06270317,0.66698,0.0005031403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0300102,0.05370865,0.002813626,0.8818039,0.003141234,0.0002480132,0.0003756286,0.00009307505,0.02780573],"genre_scores_gemma":[0.6856658,0.04301218,0.01050103,0.2218872,0.003431317,0.001730924,0.0005192154,0.0001547717,0.0330976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1314301,"threshold_uncertainty_score":0.9535966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W313766708","doi":"","title":"L'état des pratiques de groupe au Québec: l'influence des contextes organisationnels contemporains","year":2013,"lang":"fr","type":"article","venue":"La Revue Française de Service Social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Jonathan Blais","is_ca":false},{"name":"Annie Pullen-Sansfaçcon","is_ca":false},{"name":"Mélanie Rochette","is_ca":false},{"name":"Valérie Roy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01941041648327395,"gpt":0.274052464948892,"spread":0.254642048465618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003770789,0.0003205632,0.0005023812,0.001431252,0.008770698,0.007136539,0.001843569,0.002127454,0.01200921],"category_scores_gemma":[0.01289777,0.0002999413,0.0003785543,0.003108071,0.007335768,0.002530509,0.002183229,0.003309845,0.0004834392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08265621,"about_ca_system_score_gemma":0.08579274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887801,"about_ca_topic_score_gemma":0.9925508,"domain_scores_codex":[0.9967007,0.001224844,0.00007899972,0.0003461683,0.0009047344,0.0007444413],"domain_scores_gemma":[0.9866628,0.004613233,0.00157191,0.0004288046,0.003860549,0.002862768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007488504,0.0005571797,0.2318367,0.001018348,0.0004180552,0.001591908,0.3174822,0.004129678,0.00372196,0.2003672,0.03572524,0.2024027],"study_design_scores_gemma":[0.00008522755,0.0001589569,0.6529472,0.0007432477,0.00010631,0.0001627682,0.1194761,0.001660221,0.0004914967,0.006668126,0.2173658,0.00013443],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8208447,0.01127834,0.002692452,0.06791079,0.000359667,0.00009237025,0.0006876132,0.00006412918,0.09606984],"genre_scores_gemma":[0.972991,0.001532248,0.0004914515,0.001320372,0.0000416493,0.00003032942,0.00008426269,0.00001885531,0.02348991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08265621,"threshold_uncertainty_score":0.5997156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2305766273","doi":"","title":"Les programmes de doctorat en travail social au Canada: un survol","year":2014,"lang":"fr","type":"article","venue":"La Revue Française de Service Social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Daniel Turcotte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01335875449428686,"gpt":0.2599432092178424,"spread":0.2465844547235556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004944062,0.001288046,0.001000521,0.007357407,0.005792954,0.007782064,0.00168832,0.002562931,0.01275584],"category_scores_gemma":[0.01581608,0.0007057596,0.0009778836,0.01735598,0.0037861,0.003512448,0.002308497,0.004190442,0.0007709846],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1719078,"about_ca_system_score_gemma":0.2846918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965987,"about_ca_topic_score_gemma":0.9961904,"domain_scores_codex":[0.9926473,0.001131094,0.0002415748,0.0004937976,0.003087465,0.002398842],"domain_scores_gemma":[0.9821592,0.003868553,0.001294811,0.0003407268,0.008576451,0.003760301],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007704757,0.0007045937,0.1418388,0.002607039,0.0003392802,0.0007506206,0.01539253,0.007664381,0.0008295099,0.1091559,0.1127612,0.6071855],"study_design_scores_gemma":[0.00017182,0.0002408177,0.396888,0.003865002,0.0002262191,0.000361059,0.01475439,0.003506055,0.0007026355,0.004703093,0.5743603,0.0002205078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3725043,0.3080718,0.004386024,0.1289101,0.002350112,0.0004232738,0.01116526,0.0003775791,0.1718116],"genre_scores_gemma":[0.644062,0.2330505,0.004603684,0.004664156,0.001108188,0.0002910475,0.004530187,0.0001457999,0.1075445],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9950559,"threshold_uncertainty_score":0.9604695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981629736","doi":"","title":"L’intégration des femmes immigrantes en région au Québec","year":2019,"lang":"fr","type":"article","venue":"La Revue Française de Service Social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Carol Castro","is_ca":false},{"name":"Paul J. Villeneuve","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01625377769074896,"gpt":0.2695231198992899,"spread":0.2532693422085409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009421585,0.0004901296,0.0005214856,0.001016207,0.007383005,0.002822087,0.001021503,0.001699089,0.008304493],"category_scores_gemma":[0.002560781,0.0003060685,0.0006425318,0.001670008,0.001715584,0.001148347,0.001593794,0.001913386,0.0004119082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02476871,"about_ca_system_score_gemma":0.02217597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.979715,"about_ca_topic_score_gemma":0.9854739,"domain_scores_codex":[0.9989166,0.0002458114,0.00003530902,0.00009141622,0.0001273897,0.0005834382],"domain_scores_gemma":[0.998757,0.0002050135,0.0001540432,0.00003378858,0.0003919924,0.0004581894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001195349,0.0008885083,0.6254753,0.0004992422,0.0004021582,0.007872446,0.1887567,0.001274945,0.004650956,0.02010147,0.01567947,0.1332034],"study_design_scores_gemma":[0.00005927535,0.0002531578,0.7912322,0.0005923328,0.0001008525,0.001054985,0.1560369,0.0005532355,0.0004241998,0.0003895706,0.04923404,0.00006918355],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857857,0.002030661,0.0001973775,0.002444329,0.00008888113,0.0000284655,0.0002998766,0.000006412546,0.009118482],"genre_scores_gemma":[0.9709396,0.002651812,0.0003777665,0.0008446805,0.00004076667,0.00007829594,0.0003198628,0.00000984421,0.02473746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02476871,"threshold_uncertainty_score":0.1797104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2777163892","doi":"","title":"L’avenir de la clinique se dessine-t-il au Québec ?","year":2017,"lang":"fr","type":"article","venue":"La Revue Française de Service Social","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Political science","authors":[{"name":"Didier Bertrand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1209518500967397,"gpt":0.4602913799259126,"spread":0.3393395298291729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02760234,0.0006042346,0.001038103,0.001665544,0.007702539,0.01049767,0.002885399,0.009491866,0.01491934],"category_scores_gemma":[0.07580853,0.0007286074,0.001203853,0.00233762,0.009259195,0.005889175,0.00455162,0.01319333,0.001206951],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09477903,"about_ca_system_score_gemma":0.3508171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9652548,"about_ca_topic_score_gemma":0.9769993,"domain_scores_codex":[0.9775769,0.01016353,0.001410941,0.001429703,0.004910169,0.004508819],"domain_scores_gemma":[0.9124175,0.01667394,0.004933651,0.002768884,0.0333426,0.02986338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003959191,0.0005784844,0.07162545,0.001554217,0.000486726,0.001988079,0.01715782,0.001302334,0.002100653,0.1729922,0.5372746,0.1925436],"study_design_scores_gemma":[0.0005244727,0.0003026642,0.1027223,0.008156678,0.0002517924,0.0008805155,0.02143957,0.002006655,0.0007858669,0.01482066,0.8477601,0.0003487546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0159542,0.01244181,0.001127642,0.9466786,0.003611251,0.00008191287,0.0002064874,0.00006724289,0.01983083],"genre_scores_gemma":[0.5355502,0.02262489,0.0133687,0.3659977,0.002381989,0.0004919026,0.0006285383,0.0002259587,0.05873019],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.905221,"threshold_uncertainty_score":0.6876732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}