{"id":"W2752539728","doi":"10.4000/questionsdecommunication.11040","title":"Humanités numériques et modélisation scientifique","year":2017,"lang":"fr","type":"article","venue":"Questions de communication","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007470696,0.001028087,0.001305063,0.002525041,0.001614094,0.009535208,0.002509642,0.004257159,0.007880919],"category_scores_gemma":[0.0181091,0.0007178385,0.001519518,0.003046957,0.0171446,0.01070588,0.004233784,0.005709739,0.001589096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005265271,"about_ca_system_score_gemma":0.00482916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008945459,"about_ca_topic_score_gemma":0.003776791,"domain_scores_codex":[0.9942797,0.003441915,0.0002289325,0.0006383267,0.001206055,0.0002051065],"domain_scores_gemma":[0.9901477,0.006992254,0.0004031544,0.001522869,0.0007361204,0.0001980288],"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":[0.000004882768,0.000006547658,0.000100849,0.00006726314,0.000007617461,0.00001812545,0.0003751866,0.005028469,0.00007181569,0.9903926,0.0006188013,0.003307921],"study_design_scores_gemma":[0.000008273147,0.000007185011,0.00009857213,0.00009766923,0.000005007262,0.00002734867,0.0001617446,0.01579928,0.0001404457,0.9597245,0.02391674,0.00001319447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01816336,0.0189282,0.767235,0.03800518,0.001183979,0.0001403406,0.0005222388,0.0006976002,0.1551242],"genre_scores_gemma":[0.5599089,0.02453289,0.3584228,0.003117845,0.002044551,0.00109157,0.000909586,0.0005595141,0.04941228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9983859,"threshold_uncertainty_score":0.0395093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204353621222286,"score_gpt":0.3370151781966179,"score_spread":0.2165798160743893,"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."}}