{"id":"W4248928031","doi":"10.4000/ries.8867","title":"Actualité documentaire","year":2019,"lang":"fr","type":"article","venue":"Revue internationale d éducation de Sèvres","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Medicine; Dermatology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009471562,0.0009462612,0.0008556311,0.003766047,0.003898626,0.01636767,0.002045047,0.003999488,0.2061981],"category_scores_gemma":[0.05248443,0.0004263495,0.001041393,0.003567075,0.002547049,0.005006226,0.003865561,0.004845463,0.08278974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008101011,"about_ca_system_score_gemma":0.01465126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05141762,"about_ca_topic_score_gemma":0.02544049,"domain_scores_codex":[0.9808949,0.007099089,0.001388037,0.001698355,0.00790663,0.001013154],"domain_scores_gemma":[0.9618444,0.01134747,0.001639974,0.004301,0.01976046,0.00110665],"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":[0.0002553814,0.0001535255,0.001152862,0.001420594,0.00004306007,0.0002480695,0.00257588,0.00037483,0.0007340369,0.06971876,0.7846786,0.1386443],"study_design_scores_gemma":[0.00002096226,0.00001516544,0.0004573113,0.0005765796,0.000008521728,0.00008978967,0.0006083094,0.00005607593,0.0002593793,0.001543867,0.9963524,0.00001164054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007753234,0.02083303,0.01007845,0.1150827,0.06592339,0.001064436,0.0169877,0.001462352,0.7608148],"genre_scores_gemma":[0.08361337,0.02263248,0.01930194,0.02521081,0.0162318,0.002531555,0.01759074,0.001509411,0.8113779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2061981,"threshold_uncertainty_score":0.6898015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06310558630098013,"score_gpt":0.3475771556068444,"score_spread":0.2844715693058643,"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."}}