{"id":"W4231552850","doi":"10.7202/1035272ar","title":"Présentation","year":2014,"lang":"fr","type":"article","venue":"Cahiers de recherche sociologique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007459604,0.0002140728,0.0002955602,0.00007096568,0.0004470362,0.000163033,0.0001962016,0.002637617,0.001730677],"category_scores_gemma":[0.007119968,0.0002055402,0.0002451848,0.00005202511,0.001403244,0.00007600297,0.00001905939,0.002964267,0.0003205605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008683311,"about_ca_system_score_gemma":0.0003314216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000663702,"about_ca_topic_score_gemma":0.0001251495,"domain_scores_codex":[0.9933591,0.005518226,0.0002815977,0.0002815957,0.0001032569,0.000456216],"domain_scores_gemma":[0.99626,0.003001822,0.0001518602,0.0002406208,0.0001908226,0.0001548583],"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":[0.000007519098,0.00006610744,0.000191032,0.0000722346,0.0001474843,0.000005476569,0.01747774,0.00005674273,0.00003460837,0.9550912,0.01681565,0.01003426],"study_design_scores_gemma":[0.0001983739,0.0001242364,0.0000837243,0.00004176694,0.0002814972,0.000003243066,0.01409561,0.0018934,0.000177339,0.3223412,0.6604766,0.0002830117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01848244,0.00630528,0.01980621,0.01164169,0.003114866,0.0001658891,0.00005567653,0.0001120907,0.9403158],"genre_scores_gemma":[0.4210352,0.01949053,0.008967625,0.006892013,0.0328406,0.00006952037,0.0002235355,0.0000930661,0.510388],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.643661,"threshold_uncertainty_score":0.9993359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513022080095952,"score_gpt":0.3867684455373422,"score_spread":0.235466237527747,"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."}}