{"id":"W2323328742","doi":"10.5840/monist20099218","title":"Resemblance-based Resources for Reductive Singularism","year":2009,"lang":"en","type":"article","venue":"The Monist","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Monism; Library science; Philosophy of mind; Sociology; Epistemology; Philosophy; Computer science; Metaphysics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001939145,0.00006909943,0.00007892947,0.00003016541,0.001500977,0.0001498389,0.0002634068,0.00001566079,0.00005453745],"category_scores_gemma":[0.0000231219,0.00004582299,0.00005822116,0.00002173367,0.0007127716,0.00008195534,0.000006860876,0.00007265919,0.00002226106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002582411,"about_ca_system_score_gemma":0.00002020155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005349039,"about_ca_topic_score_gemma":0.00004323323,"domain_scores_codex":[0.9994913,0.00001954411,0.00008472166,0.0001334132,0.0001223866,0.0001486396],"domain_scores_gemma":[0.9996336,0.0000476173,0.00004993758,0.0001911144,0.00005023869,0.00002745778],"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":[0.0001774028,0.0000876355,0.000001892184,0.000008121947,0.000007787066,0.000002334091,0.04285772,0.00004261477,0.001557748,0.9253821,0.02605889,0.003815755],"study_design_scores_gemma":[0.0001755553,0.0002368612,0.0001466279,0.00001525074,0.0000112698,5.697993e-7,0.000937172,0.0001736771,0.0004749923,0.1867837,0.8109446,0.00009966742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1397973,0.000675213,0.0001727806,0.04746979,0.0007651529,0.0004129976,0.00004280132,0.0001538594,0.8105101],"genre_scores_gemma":[0.9884586,0.000001208855,0.0001371005,0.001333059,0.0008698421,0.00001022697,0.000001925852,0.00000454067,0.009183473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8486613,"threshold_uncertainty_score":0.999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05089295393673844,"score_gpt":0.2464564278606068,"score_spread":0.1955634739238684,"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."}}