{"id":"W4213319071","doi":"10.18192/aporia.v13i2.6020","title":"Éditorial","year":2021,"lang":"fr","type":"article","venue":"Aporia","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003064492,0.0001551118,0.00018533,0.00001736241,0.0003417783,0.0001504096,0.0001766767,0.0002856109,0.004919087],"category_scores_gemma":[0.0005947077,0.0001655688,0.0001346748,0.0002408329,0.0005595665,0.0003136129,0.00005585745,0.0001780246,0.001660445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008324793,"about_ca_system_score_gemma":0.001599654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007340762,"about_ca_topic_score_gemma":0.004873439,"domain_scores_codex":[0.9980272,0.0003580276,0.0002908365,0.0003257932,0.0004882076,0.0005099431],"domain_scores_gemma":[0.9987903,0.0001611078,0.00009987234,0.0002626744,0.0004524002,0.0002336602],"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":[0.000002715765,0.00008041209,0.001171228,0.00001709932,0.00004940216,0.00003227994,0.03281581,0.000005409728,0.0003701251,0.4272749,0.5369009,0.0012797],"study_design_scores_gemma":[0.0002955275,0.00001105993,0.002614959,0.00001963738,0.00005378971,0.000004970493,0.008902573,0.00002672855,0.001060816,0.002213415,0.9845824,0.0002141876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.318115,0.007504564,0.00008671425,0.1262498,0.3868439,0.0003673151,0.0001283933,0.0001775276,0.1605267],"genre_scores_gemma":[0.1584386,0.0007112327,0.001167817,0.005740812,0.09847059,0.00001029596,0.0001013238,0.0000322566,0.7353271],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5748003,"threshold_uncertainty_score":0.9992694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1450692405339451,"score_gpt":0.4230816769741172,"score_spread":0.2780124364401722,"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."}}