{"id":"W4241343256","doi":"10.4000/recherchestravaux.925","title":"Introduction","year":2017,"lang":"fr","type":"article","venue":"Recherches & travaux","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002118729,0.001005604,0.0007637547,0.001557936,0.003678899,0.009204807,0.002618124,0.004301897,0.4444835],"category_scores_gemma":[0.006847593,0.0004149307,0.0008799919,0.001748664,0.001670332,0.00554054,0.005559729,0.003197952,0.2678915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00412446,"about_ca_system_score_gemma":0.007131372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007699578,"about_ca_topic_score_gemma":0.009512448,"domain_scores_codex":[0.9971,0.000413436,0.0001574615,0.0007509207,0.001183318,0.0003948995],"domain_scores_gemma":[0.9972339,0.0003706184,0.0001330498,0.0004391031,0.001265968,0.0005573669],"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":[0.0001210367,0.000082769,0.001260789,0.0004732631,0.00001567931,0.0003646462,0.001137398,0.0001926729,0.0006067878,0.1030165,0.7072659,0.1854627],"study_design_scores_gemma":[0.000004545291,0.00001150403,0.0003453955,0.0001398002,0.000002666746,0.0001029987,0.0002549412,0.00003862392,0.00009612407,0.004342468,0.9946543,0.00000652657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002173095,0.003820925,0.005175591,0.01450432,0.009426149,0.0002069423,0.00375888,0.001033089,0.959901],"genre_scores_gemma":[0.01847258,0.00375883,0.004121312,0.007631755,0.001708676,0.0002628566,0.005004371,0.00064558,0.958394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4444835,"threshold_uncertainty_score":0.7923768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1286801887922598,"score_gpt":0.3226782470412569,"score_spread":0.193998058248997,"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."}}