{"id":"W4233458989","doi":"10.3406/aster.2006.1455","title":"Une approche intégrée de la modélisation scientifique assistée par l'ordinateur","year":2006,"lang":"fr","type":"article","venue":"Aster","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.001105765,0.0001814616,0.000158838,0.00009642377,0.0002139457,0.0008669638,0.0004983105,0.0001948604,0.00004267341],"category_scores_gemma":[0.00008185446,0.0001836015,0.00008210635,0.0008276654,0.000346696,0.0008192341,0.000179106,0.0002273494,0.0003634251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357925,"about_ca_system_score_gemma":0.0002036365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00251174,"about_ca_topic_score_gemma":0.0001440108,"domain_scores_codex":[0.9981804,0.0003121768,0.0003057031,0.0004616121,0.000276879,0.0004631581],"domain_scores_gemma":[0.9988242,0.0001522499,0.0001328228,0.0005947886,0.000144713,0.0001512537],"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":[0.00001088474,0.0006798735,0.00161799,0.0001148385,0.00002815718,0.00001418117,0.003021602,0.002884065,0.008948914,0.6455228,0.08715791,0.2499988],"study_design_scores_gemma":[0.0006388607,0.00008620873,0.1211704,0.0001509768,0.00003702383,0.00008183297,0.00009840454,0.2243621,0.008766928,0.1446137,0.4994828,0.0005106583],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0930924,0.0003705395,0.8366076,0.01424822,0.000359999,0.0002188116,0.00001157683,0.00006993591,0.05502088],"genre_scores_gemma":[0.9532978,0.00001452009,0.01666838,0.0006575359,0.0002620654,0.0000421337,0.00001811643,0.00001661334,0.02902284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8602054,"threshold_uncertainty_score":0.8360152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518380666153195,"score_gpt":0.2730831925130516,"score_spread":0.2478993858515196,"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."}}