{"id":"W4319337629","doi":"10.37571/2023.01","title":"Volume 4, Numéro 1","year":2023,"lang":"fr","type":"paratext","venue":"Didactique","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Chemistry; Physics; Thermodynamics","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001079541,0.001767882,0.001845139,0.0009397853,0.0004245131,0.0005613917,0.001541209,0.002975252,0.1575891],"category_scores_gemma":[0.0009476396,0.002135188,0.0009648608,0.002440027,0.0005709937,0.0005889955,0.0006444033,0.003852265,0.9902994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994624,"about_ca_system_score_gemma":0.001669451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00265874,"about_ca_topic_score_gemma":0.0006882814,"domain_scores_codex":[0.9919346,0.001169583,0.001293933,0.002075887,0.001132842,0.002393181],"domain_scores_gemma":[0.9945353,0.000718402,0.001065169,0.002237659,0.0006069394,0.0008365732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001191271,0.0003252563,0.0006569832,0.0007326693,0.0007323382,0.0006370043,0.001502878,0.0006826498,0.002099524,0.001403659,0.990002,0.001105859],"study_design_scores_gemma":[0.0006134826,0.0001594918,0.005287783,0.0009942809,0.0002260446,0.0001261943,0.0003079843,0.001305691,0.001767867,0.0004529506,0.9866946,0.002063665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006592699,0.004483912,0.0005192159,0.002929967,0.05567069,0.001962163,0.009624395,0.00165149,0.9165655],"genre_scores_gemma":[0.01007831,0.002037677,0.0002612319,0.0004195792,0.009114335,0.0005530179,0.004533787,0.002419772,0.9705823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8327103,"threshold_uncertainty_score":0.9995067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951240060214203,"score_gpt":0.3062943139504959,"score_spread":0.2767819133483538,"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."}}