{"id":"W4206474994","doi":"10.12775/ths.1992.002","title":"Materialism Today","year":2007,"lang":"fr","type":"article","venue":"Theoria et Historia Scientiarum","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materialism; Epistemology; Consistency (knowledge bases); Ontology; Philosophy; Aside; Sociology; Computer science; Artificial intelligence; Linguistics","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":[],"consensus_categories":[],"category_scores_codex":[0.003884733,0.0006656614,0.000692579,0.001901113,0.00506629,0.008845992,0.001431142,0.003960983,0.02597377],"category_scores_gemma":[0.005448102,0.0003914515,0.0008573123,0.001583906,0.02405837,0.01561387,0.00416094,0.006188555,0.005800755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006787186,"about_ca_system_score_gemma":0.002876579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002510919,"about_ca_topic_score_gemma":0.002352257,"domain_scores_codex":[0.9967971,0.001152332,0.0001506533,0.0006702404,0.0009065623,0.0003230497],"domain_scores_gemma":[0.9969111,0.001411857,0.0002110738,0.0008079104,0.0004278115,0.0002302491],"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":[0.000003153913,0.000003763984,0.00003690599,0.00002302404,0.00000184262,0.00001131264,0.0004485428,0.00002761386,0.00003312526,0.9918411,0.003749599,0.003819975],"study_design_scores_gemma":[0.000003963288,0.000008480008,0.0001050132,0.00008766577,0.000003315047,0.00007868965,0.0004740337,0.00009019172,0.0001372694,0.6581004,0.3409041,0.000006965207],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006004819,0.02583749,0.03956016,0.08304932,0.003105849,0.00004466631,0.0002596137,0.0002098396,0.8419283],"genre_scores_gemma":[0.5851762,0.03071493,0.02639431,0.03128846,0.00910493,0.0003334607,0.0005571686,0.0005764288,0.3158542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02597377,"threshold_uncertainty_score":0.08689094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316973680609195,"score_gpt":0.2417687379057913,"score_spread":0.2285990010996993,"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."}}