{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001555945,0.0002247591,0.00018791,0.0001365648,0.006461278,0.01006535,0.001335376,0.0001607261,0.001271946],"category_scores_gemma":[0.0005049497,0.0002628728,0.0001337315,0.00002407808,0.001694761,0.004715072,0.0003912932,0.0005718225,0.0002935876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002952022,"about_ca_system_score_gemma":0.0001563533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006843016,"about_ca_topic_score_gemma":0.01597951,"domain_scores_codex":[0.9982583,0.0005370599,0.0003859033,0.000257629,0.0002161498,0.0003449491],"domain_scores_gemma":[0.9964893,0.0001835941,0.000403838,0.002246425,0.000559717,0.0001170973],"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":[0.000006933335,0.0002183593,0.000345605,0.00005571225,0.00002556363,0.000001989815,0.01356297,0.00006717558,0.00001200572,0.9709997,0.0052585,0.009445539],"study_design_scores_gemma":[0.0002005115,0.00005568734,0.005052445,0.000819996,0.00004495783,0.00001153294,0.0031005,0.002250917,0.00004622666,0.2801154,0.7079889,0.0003129451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06068337,0.01400285,0.002002741,0.024568,0.001333482,0.0004411544,0.0002607487,0.000224838,0.8964828],"genre_scores_gemma":[0.8465523,0.003335317,0.001011131,0.0003637017,0.0003724634,0.00008022843,0.0002195906,0.00003818678,0.1480271],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7858689,"threshold_uncertainty_score":0.9999824,"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."}}