{"id":"W2056298295","doi":"10.7202/044075ar","title":"Simulation informatisée en humanités et sciences sociales","year":2010,"lang":"fr","type":"article","venue":"Nouvelles perspectives en sciences sociales","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006700013,0.001316757,0.002155465,0.001712474,0.001199112,0.006584832,0.001532081,0.003515031,0.01506681],"category_scores_gemma":[0.02974565,0.0008200543,0.002151765,0.002807062,0.003070734,0.004561627,0.00313187,0.004325897,0.002051668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002604489,"about_ca_system_score_gemma":0.003021229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009093812,"about_ca_topic_score_gemma":0.004428475,"domain_scores_codex":[0.9907547,0.006929449,0.0003950038,0.0004976088,0.001261971,0.000161343],"domain_scores_gemma":[0.9759217,0.02128537,0.000434089,0.00131664,0.0008607883,0.0001814211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007611216,0.00003661893,0.0006608336,0.0002927597,0.00008920718,0.00009753684,0.0003925925,0.3299346,0.0003787266,0.6345568,0.004443491,0.02904078],"study_design_scores_gemma":[0.0000582469,0.00003349633,0.0002569724,0.0002154823,0.00003271268,0.00008152835,0.0001297227,0.5264515,0.0008944724,0.4113071,0.06049301,0.0000457122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006230278,0.004203254,0.9517947,0.00529829,0.000660641,0.0001086741,0.0006821569,0.0006911043,0.03033096],"genre_scores_gemma":[0.3817894,0.02490453,0.5456706,0.001730286,0.001230392,0.00185578,0.002894381,0.0006515762,0.03927311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01506681,"threshold_uncertainty_score":0.05040348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09061124752721814,"score_gpt":0.3426014509796944,"score_spread":0.2519902034524762,"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."}}