{"id":"W2222127667","doi":"","title":"Livres reçus : France Vernier, L'Ange de la théorie, Publications de l'Université de Montréal, coll. \"Paragraphes\", 2004","year":2005,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Vernier scale; Humanities; Geography; Cartography","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":[0.002978074,0.001160222,0.001497551,0.003978183,0.004373448,0.008254967,0.002469844,0.004283843,0.09908671],"category_scores_gemma":[0.01681447,0.0004813704,0.000766456,0.005061742,0.004021105,0.007715861,0.003219727,0.006648472,0.01841085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01254243,"about_ca_system_score_gemma":0.008172934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2499707,"about_ca_topic_score_gemma":0.2802695,"domain_scores_codex":[0.9968094,0.0007672177,0.0001525228,0.0005842192,0.001387478,0.0002990891],"domain_scores_gemma":[0.9905714,0.003456701,0.000616275,0.0003598002,0.004373052,0.0006227714],"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":[0.00001513625,0.000004380744,0.000106049,0.0001363032,0.000007394794,0.0000331565,0.0004370496,0.00002160448,0.00002843146,0.01042046,0.9844648,0.004325257],"study_design_scores_gemma":[0.000009672541,0.00000330448,0.000846656,0.0002413666,0.000009217842,0.00003849668,0.0006164108,0.00004189477,0.00008475527,0.002144957,0.995946,0.00001728078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001529278,0.1385298,0.001509782,0.7291055,0.07962355,0.00004117218,0.002555596,0.0003983091,0.04670698],"genre_scores_gemma":[0.05751628,0.09748985,0.001744973,0.165254,0.08353023,0.000181716,0.002537197,0.002015046,0.5897307],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2499707,"threshold_uncertainty_score":0.4970315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073362817877205,"score_gpt":0.2330529986430531,"score_spread":0.2023193704642811,"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."}}