{"id":"W2775653261","doi":"10.7202/1040265ar","title":"Présentation","year":2017,"lang":"fr","type":"article","venue":"Anthropologie et Sociétés","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":["sts","insufficient_payload"],"category_scores_codex":[0.0007125001,0.0002710113,0.0003054362,0.00003319172,0.003427219,0.000535833,0.0007264983,0.0004729292,0.01919841],"category_scores_gemma":[0.001451051,0.0002636555,0.0002144261,0.000055984,0.01056899,0.001363878,0.0001898259,0.0003272043,0.0008719813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106239,"about_ca_system_score_gemma":0.0008185576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04156487,"about_ca_topic_score_gemma":0.006346487,"domain_scores_codex":[0.9973516,0.0005940606,0.0003734169,0.000452646,0.0004618141,0.0007664291],"domain_scores_gemma":[0.9982318,0.0002660837,0.000340527,0.0006755257,0.000294176,0.0001918808],"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":[0.000008416042,0.0002471002,0.01805144,0.00005053996,0.0001230767,0.00002713477,0.05016853,0.00001107489,0.0001507943,0.1766026,0.7302846,0.02427475],"study_design_scores_gemma":[0.0005792986,0.0000737251,0.06363184,0.00004631391,0.0001075618,0.000004275535,0.1637609,0.0001328212,0.001082094,0.00485564,0.7652572,0.0004683083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09243508,0.00131315,0.0002435003,0.6882424,0.09718449,0.000479742,0.00007284885,0.0001642172,0.1198646],"genre_scores_gemma":[0.7203722,0.01341132,0.00090599,0.008544222,0.003372892,0.00002112417,0.00005131092,0.00003571953,0.2532852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6796982,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5352745585444455,"score_gpt":0.6650741865941655,"score_spread":0.12979962804972,"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."}}