{"id":"W2023835741","doi":"10.1163/157006801x00246","title":"Categorical Designations and Methodological Reductionism: Gnosticism as Case Study1","year":2001,"lang":"en","type":"article","venue":"Method & Theory in the Study of Religion","topic":"Historical, Religious, and Philosophical Studies","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Reductionism; Gnosticism; Epistemology; Metaphysics; Relation (database); Philosophy; Categorical variable; Embodied cognition; Instrumentalism; Psychologism; Functionalism (philosophy of mind); Sociology; Computer science","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":[0.06237062,0.0005534063,0.0007510712,0.003636479,0.01163078,0.0121291,0.002833287,0.003969833,0.001912326],"category_scores_gemma":[0.03976031,0.0005273733,0.0007308484,0.004078041,0.06007251,0.008385836,0.0129546,0.00554848,0.0002318053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01026679,"about_ca_system_score_gemma":0.004885141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003001144,"about_ca_topic_score_gemma":0.004588305,"domain_scores_codex":[0.8417464,0.1497123,0.001438259,0.001343362,0.004272207,0.001487419],"domain_scores_gemma":[0.9356295,0.05331227,0.002190249,0.005543383,0.002304659,0.001019989],"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":[0.00002597537,0.00008883453,0.0008677416,0.0000856088,0.000007927171,0.0005379074,0.09777819,0.0003039449,0.000224034,0.8924282,0.001094971,0.006556694],"study_design_scores_gemma":[0.00008538112,0.0001367793,0.001104668,0.000639505,0.00002478173,0.001430568,0.1942058,0.005958564,0.002109296,0.6890231,0.1052064,0.00007516514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.383445,0.002536085,0.3398424,0.05571261,0.0007281029,0.001451586,0.0001656174,0.0002130347,0.2159056],"genre_scores_gemma":[0.9291746,0.0004215201,0.06504768,0.001065547,0.00004572691,0.0008245418,0.00003761034,0.00003688381,0.003345944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06237062,"threshold_uncertainty_score":0.3298513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131301129910355,"score_gpt":0.3633004200684343,"score_spread":0.2319992901580793,"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."}}