{"id":"W7111655003","doi":"","title":"De l'utilité des échafauds en sciences","year":2025,"lang":"fr","type":"article","venue":"R-libre (Université Téluq)","topic":"Biographical and Historical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Third person; Identity (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008192489,0.00119276,0.0007691903,0.003095121,0.006637679,0.01237224,0.001519554,0.005483225,0.02027441],"category_scores_gemma":[0.01250094,0.0004912583,0.0009208539,0.00246498,0.02846904,0.01184309,0.007457043,0.008176518,0.006772368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009479232,"about_ca_system_score_gemma":0.005850182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01895708,"about_ca_topic_score_gemma":0.02778169,"domain_scores_codex":[0.9907574,0.004575438,0.0003556524,0.001342615,0.002428133,0.0005407587],"domain_scores_gemma":[0.9903733,0.005499166,0.0004735334,0.001439283,0.00178008,0.0004346354],"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":[0.00002514313,0.000008287025,0.0003012436,0.0001176929,0.000008485211,0.00005439557,0.004845234,0.0001692875,0.0002117754,0.9575499,0.01501645,0.02169199],"study_design_scores_gemma":[0.000006649835,0.00001598154,0.0003988117,0.0003070807,0.000005482043,0.0001078657,0.001473737,0.0002186962,0.0002917364,0.1225137,0.874642,0.00001840967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008240309,0.06480826,0.03282185,0.1250456,0.007446359,0.00006727493,0.0002431568,0.0003559503,0.7609711],"genre_scores_gemma":[0.3421518,0.04564882,0.02539309,0.0324439,0.007402324,0.000275353,0.0002374731,0.0005690075,0.5458783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02027441,"threshold_uncertainty_score":0.06877702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016048997393623,"score_gpt":0.2096730284324244,"score_spread":0.1995125384584882,"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."}}