{"id":"W4299960710","doi":"10.4000/contextes.5861","title":"L’impensable référence au réel","year":2022,"lang":"fr","type":"article","venue":"Contextes","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Chemistry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00107342,0.0001512441,0.0002216494,0.00002391081,0.002874783,0.0001077409,0.00082372,0.00006891681,0.01219281],"category_scores_gemma":[0.0002912995,0.0001710723,0.0001458301,0.001018666,0.001214683,0.0004305294,0.0002972362,0.0002926481,0.0004733068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006198603,"about_ca_system_score_gemma":0.0009790312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.178788,"about_ca_topic_score_gemma":0.03242521,"domain_scores_codex":[0.9974006,0.0003734704,0.0002309038,0.0003980707,0.0008100701,0.0007868742],"domain_scores_gemma":[0.9989992,0.0003090237,0.0002073253,0.0002038314,0.00006992318,0.0002106922],"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":[0.00001424364,0.0001830455,0.02051493,0.00001482278,0.00002324621,0.00003183766,0.0518965,0.000157556,0.0001199963,0.5857803,0.2024729,0.1387906],"study_design_scores_gemma":[0.0001808894,0.0001170662,0.00968927,0.0000189621,0.00001619065,0.000003282729,0.03171264,0.000184821,0.00002398404,0.01318786,0.9446206,0.0002444484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4544433,0.05830391,0.0001178673,0.1518672,0.01929575,0.0005184749,0.0002082663,0.0001261737,0.315119],"genre_scores_gemma":[0.7368906,0.0004203952,0.00004917109,0.001331319,0.0007046181,0.00004105061,0.000001542849,0.000008730297,0.2605526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7421477,"threshold_uncertainty_score":0.9984233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04298340283908489,"score_gpt":0.3103738592397238,"score_spread":0.267390456400639,"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."}}