{"id":"W4403585264","doi":"10.7202/1113790ar","title":"Entrevue avec le professeur émérite Serge Dumont","year":2023,"lang":"fr","type":"article","venue":"Travail social.","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001007404,0.0003848777,0.0004647381,0.0001018295,0.001592606,0.0002030081,0.0004934517,0.0005477824,0.001303722],"category_scores_gemma":[0.0001951249,0.0004283377,0.0003358636,0.0009149076,0.001494186,0.0005031297,0.0001042779,0.000425961,0.00535553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081748,"about_ca_system_score_gemma":0.001312394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01930372,"about_ca_topic_score_gemma":0.03288272,"domain_scores_codex":[0.9957111,0.0009119933,0.0006189938,0.0005938875,0.0007761467,0.001387876],"domain_scores_gemma":[0.9986168,0.0001663157,0.0002604873,0.0002734613,0.0003438454,0.0003391186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007169273,0.0001972834,0.00286591,0.0001473904,0.000117973,0.00003301804,0.463504,0.00001370067,0.0002490815,0.08774839,0.4407476,0.004368415],"study_design_scores_gemma":[0.0005664969,0.00002135906,0.1375903,0.00004681181,0.00007895054,0.000002092683,0.1046716,0.0002447544,0.0001367537,0.0007244616,0.7554092,0.0005071874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7831919,0.002281987,0.00001750988,0.1736291,0.006763566,0.001067334,0.0002073282,0.000730825,0.03211051],"genre_scores_gemma":[0.3786685,0.0009246681,0.00004291204,0.002483974,0.00315493,0.0000506559,0.0001072414,0.00005809416,0.614509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5823985,"threshold_uncertainty_score":0.9998168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155278227684255,"score_gpt":0.3977819396353129,"score_spread":0.2425037119510579,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}