{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005203179,0.0002681614,0.000288861,0.00003153327,0.002229476,0.00142537,0.0003461895,0.0002705455,0.002208628],"category_scores_gemma":[0.0002497022,0.0002247081,0.0001718905,0.00001705405,0.000906046,0.0006920774,0.00007802567,0.0006010358,0.0009480112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001371374,"about_ca_system_score_gemma":0.00006374345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256505,"about_ca_topic_score_gemma":0.001122387,"domain_scores_codex":[0.9987178,0.000149908,0.0002321068,0.0003654548,0.0001549401,0.0003798211],"domain_scores_gemma":[0.9988281,0.00005205996,0.0001681259,0.0006689045,0.000201442,0.00008137098],"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":[0.00002289664,0.0001046649,0.00003933047,0.0001280295,0.0001844021,0.000009770457,0.03715764,2.337352e-7,0.0001568634,0.5217305,0.3763103,0.06415536],"study_design_scores_gemma":[0.0002164778,0.000102239,0.001201309,0.0001056842,0.0001570679,0.00001273091,0.003003785,0.000003666369,0.0005645063,0.01197168,0.9823771,0.0002837961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002787289,0.04761149,0.00001880326,0.2085384,0.01030428,0.0001919437,0.00007124895,0.00008244115,0.7303941],"genre_scores_gemma":[0.05030805,0.003102285,0.0003126044,0.0003222895,0.03436153,0.00001765538,0.00002088823,0.00003188184,0.9115228],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6060667,"threshold_uncertainty_score":0.9998299,"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."}}