{"id":"W2905425536","doi":"10.7202/1054272ar","title":"Présentation","year":2018,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005346297,0.0002810187,0.0003786143,0.00003040942,0.001415631,0.00009732664,0.0004809705,0.001001422,0.02942158],"category_scores_gemma":[0.002960604,0.0002731105,0.0003290242,0.000378879,0.00638535,0.001037072,0.0001562168,0.0008946336,0.004252233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002530701,"about_ca_system_score_gemma":0.0004093793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003349416,"about_ca_topic_score_gemma":0.00003364715,"domain_scores_codex":[0.9918942,0.006108063,0.000414719,0.0005286267,0.0003235188,0.0007308727],"domain_scores_gemma":[0.9948044,0.004102861,0.0003451025,0.000287924,0.0002613539,0.0001983628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008463838,0.0001762725,0.001720826,0.00001843669,0.0001472582,0.00001550862,0.03202156,0.000001268722,0.0001027696,0.8175837,0.09528928,0.05283847],"study_design_scores_gemma":[0.000268964,0.000327282,0.001342443,0.00002183302,0.00005015353,0.000001638035,0.02521292,0.00001006006,0.00004713922,0.5401266,0.4323245,0.000266467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05321914,0.007537688,0.0008303528,0.2741644,0.03870834,0.0004518227,0.00003795205,0.0003317202,0.6247185],"genre_scores_gemma":[0.914649,0.005094882,0.0008516561,0.009487764,0.007443238,0.00003016258,0.00003055759,0.00002314735,0.06238965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8614298,"threshold_uncertainty_score":0.9999721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5899552169983661,"score_gpt":0.5938702591309054,"score_spread":0.003915042132539348,"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."}}