{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00493821,0.0003795553,0.0004746893,0.001213404,0.007123944,0.008655606,0.001306577,0.003401921,0.009726132],"category_scores_gemma":[0.01137459,0.0002843005,0.0003864239,0.001185505,0.02353613,0.01076491,0.005320768,0.0050033,0.001738733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005178013,"about_ca_system_score_gemma":0.003823552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01329504,"about_ca_topic_score_gemma":0.02422583,"domain_scores_codex":[0.9923282,0.004490348,0.0002389528,0.001064987,0.00126418,0.0006132104],"domain_scores_gemma":[0.9947967,0.002074101,0.0004116468,0.001262413,0.001190686,0.000264584],"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":[0.000004720815,0.000001727582,0.0001004015,0.00001721482,0.000001498069,0.00004908756,0.006799222,0.00001945292,0.00004890719,0.9848813,0.004480036,0.003596526],"study_design_scores_gemma":[0.000009798182,0.00001773012,0.0004054301,0.0003410367,0.000008229717,0.0002594171,0.009992235,0.0001259201,0.0003435971,0.2708395,0.7176395,0.00001769536],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03082052,0.01338876,0.01671266,0.08014282,0.001814789,0.00002555756,0.0001241646,0.00009390473,0.8568769],"genre_scores_gemma":[0.8300198,0.005026914,0.003810072,0.01334231,0.001362574,0.00005455297,0.00007992291,0.0002193469,0.1460845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01329504,"threshold_uncertainty_score":0.03756934,"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."}}