{"id":"W2163377026","doi":"10.7202/029890ar","title":"Complexité des systèmes naturels et sous-détermination des théories : une possible limite de la modélisation","year":2009,"lang":"fr","type":"article","venue":"Nouvelles perspectives en sciences sociales","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Mathematics","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":[0.008642221,0.0009882518,0.002040857,0.001543122,0.001907903,0.008852253,0.003885607,0.004189584,0.00721423],"category_scores_gemma":[0.03474674,0.001536988,0.002555609,0.001459524,0.01153014,0.01632191,0.005040007,0.006393898,0.00121556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004395576,"about_ca_system_score_gemma":0.003218693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005829298,"about_ca_topic_score_gemma":0.003186743,"domain_scores_codex":[0.9938777,0.002780225,0.0002858994,0.001203326,0.00152169,0.0003312356],"domain_scores_gemma":[0.9712781,0.01962496,0.001353393,0.005457294,0.001706244,0.0005800321],"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":[0.00004166071,0.00003020819,0.001077183,0.0001402903,0.00005208945,0.0001051754,0.00083045,0.04179341,0.0007347994,0.9484428,0.0005895819,0.00616248],"study_design_scores_gemma":[0.00002434629,0.00002031596,0.0002599783,0.00005876655,0.00001481986,0.00005780318,0.0001356375,0.1591514,0.0004722158,0.8360773,0.003693071,0.00003434521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08650916,0.002506699,0.8602833,0.01549471,0.0002432317,0.0001209988,0.0002986193,0.0005078329,0.03403541],"genre_scores_gemma":[0.7471886,0.002199373,0.2375768,0.001074619,0.0002695912,0.0006834068,0.0003018291,0.0003749903,0.01033079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008852253,"threshold_uncertainty_score":0.04570502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05459599171587789,"score_gpt":0.3602843762102341,"score_spread":0.3056883844943563,"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."}}