{"id":"W2306461418","doi":"10.4000/ethiquepublique.2069","title":"L’actualité du bien commun","year":2004,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Police Service","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001814798,0.0004044301,0.0003952885,0.0001439456,0.0007405059,0.0004728006,0.0008591886,0.0008860976,0.001026047],"category_scores_gemma":[0.001540674,0.0004054839,0.0002557428,0.0005111549,0.001777614,0.001512149,0.0001823942,0.0008791371,0.0007258352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00372064,"about_ca_system_score_gemma":0.003154887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0457493,"about_ca_topic_score_gemma":0.02646295,"domain_scores_codex":[0.995851,0.001217742,0.000667859,0.0005028034,0.0006344147,0.001126155],"domain_scores_gemma":[0.9972643,0.0003732079,0.0002862512,0.0006259124,0.0008589409,0.0005913661],"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":[0.000005466682,0.0002436332,0.001789752,0.00005045891,0.00005860171,0.00001749745,0.05941973,0.000136655,0.00007329151,0.9239192,0.01391432,0.0003714098],"study_design_scores_gemma":[0.000627828,0.0000582439,0.007400051,0.0001000873,0.00004126827,0.00004081157,0.01527841,0.00003900562,0.000837489,0.02173108,0.9532913,0.000554432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1852045,0.00200336,0.0005421444,0.7495816,0.002429751,0.0007380936,0.000094576,0.0003150553,0.0590909],"genre_scores_gemma":[0.5091785,0.001497219,0.001802571,0.4452555,0.002479281,0.00007686854,0.0001133115,0.00007042262,0.03952628],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.939377,"threshold_uncertainty_score":0.9998872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09634320340570819,"score_gpt":0.3641593101769574,"score_spread":0.2678161067712492,"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."}}