{"id":"W2728531543","doi":"10.4000/questes.4431","title":"Faire de l'histoire : introduction","year":2017,"lang":"fr","type":"article","venue":"Questes","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","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"},{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002623005,0.0005516152,0.0002850238,0.001672084,0.003528296,0.008638071,0.0008792451,0.001795,0.02155168],"category_scores_gemma":[0.003887644,0.0002635427,0.0002496768,0.002264561,0.01147218,0.004445245,0.003369997,0.002839558,0.003082615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00524837,"about_ca_system_score_gemma":0.003355846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051358,"about_ca_topic_score_gemma":0.01100996,"domain_scores_codex":[0.9984015,0.0009046143,0.00006372582,0.00023366,0.000267964,0.0001286807],"domain_scores_gemma":[0.9982049,0.00111018,0.0001112014,0.0001700476,0.0002618879,0.0001415983],"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":[0.00002620833,0.00002382457,0.0006523777,0.0004757546,0.000005695964,0.0001614974,0.01938405,0.0001721761,0.0002951149,0.8601484,0.07592765,0.04272736],"study_design_scores_gemma":[0.00000182776,0.000009749936,0.000576331,0.0004129735,0.000002007827,0.00008258616,0.00433852,0.00004354484,0.0001193277,0.038713,0.955695,0.000005192498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01004027,0.1113535,0.01582357,0.06623316,0.01242074,0.0001823643,0.0008640627,0.0001724677,0.7829098],"genre_scores_gemma":[0.3642075,0.09635429,0.01475859,0.01743882,0.01119501,0.0004828924,0.0008272318,0.0005172489,0.4942184],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02155168,"threshold_uncertainty_score":0.0720976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160790616451409,"score_gpt":0.2242689163861785,"score_spread":0.2081898547410377,"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."}}