{"id":"W77647320","doi":"10.7202/1033307ar","title":"Lecture et société","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000429487,0.0003009393,0.0002665832,0.0005744878,0.0003125097,0.008172695,0.0001371768,0.0001282258,0.0119421],"category_scores_gemma":[0.0000640185,0.0002476515,0.0001355481,0.0005151547,0.0002570988,0.008296573,0.0000650475,0.0003046345,0.0004397205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010453,"about_ca_system_score_gemma":0.0001588299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091063,"about_ca_topic_score_gemma":0.001644632,"domain_scores_codex":[0.9983766,0.0002944727,0.0003185565,0.0002950622,0.0004039748,0.0003113058],"domain_scores_gemma":[0.9989669,0.00009987025,0.0001552989,0.0001666773,0.0004679717,0.0001432274],"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":[0.00001869791,0.00006370279,0.00005575803,0.00004462318,0.0001040394,0.000005445399,0.09227547,0.00000764288,0.00001198348,0.4876178,0.4186113,0.001183581],"study_design_scores_gemma":[0.000661752,0.0002052325,0.00009162624,0.000106473,0.00009482613,0.000008229235,0.01868152,0.000004557909,0.0002148789,0.05578668,0.9238484,0.0002958346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001519457,0.1835067,0.0004488937,0.05951982,0.004260227,0.0003086029,0.000198427,0.0001873718,0.7500505],"genre_scores_gemma":[0.2290872,0.02759701,0.0008480489,0.04060856,0.004856405,0.00009597262,0.0005532276,0.00008272353,0.6962708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5052371,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03762332465270976,"score_gpt":0.3369352601663939,"score_spread":0.2993119355136842,"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."}}