{"id":"W3002437718","doi":"10.7202/1066601ar","title":"Relais II. « Nous sommes gens de revue »","year":2019,"lang":"fr","type":"article","venue":"Études françaises","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gens; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","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":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005647601,0.0006881701,0.0006460558,0.002361173,0.0127866,0.01137395,0.001441344,0.005829185,0.01654857],"category_scores_gemma":[0.01192822,0.0004024634,0.0009380311,0.002355035,0.01683602,0.008650563,0.00492909,0.01297943,0.003562584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008945949,"about_ca_system_score_gemma":0.01120068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07272707,"about_ca_topic_score_gemma":0.06546852,"domain_scores_codex":[0.9940166,0.002091128,0.000263708,0.001037856,0.001204451,0.001386331],"domain_scores_gemma":[0.9939643,0.002066081,0.0006073903,0.0006756565,0.001768188,0.000918392],"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":[0.00003155833,0.00002045502,0.000725186,0.00008278678,0.000007624592,0.0001984762,0.01600358,0.00002521358,0.0001337661,0.9193828,0.05466427,0.008724219],"study_design_scores_gemma":[0.00001113916,0.00002668322,0.00164401,0.0002566184,0.000007516512,0.0004153402,0.01098239,0.0000360601,0.0001543111,0.05782411,0.9286159,0.00002597346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02549499,0.05347037,0.00489347,0.142375,0.02415742,0.0001368177,0.0003696512,0.0001867028,0.7489156],"genre_scores_gemma":[0.4218246,0.01068908,0.002268054,0.06846244,0.008592395,0.0003602706,0.0004141236,0.0004252405,0.4869637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07272707,"threshold_uncertainty_score":0.1446075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108200781154965,"score_gpt":0.3829436882120715,"score_spread":0.2747429070571065,"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."}}