{"id":"W2153789087","doi":"10.1163/156853706776931367","title":"But are they right? The prospects for empirical conceptology","year":2006,"lang":"en","type":"article","venue":"Journal of Cognition and Culture","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Philosophy of mind; Philosophy of language; Epistemology; Empirical research; Psychology; Philosophy of science; Philosophy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003328074,0.00005073618,0.0001340535,0.00001184348,0.0003566545,0.00004143082,0.00008095332,0.0001438324,0.000097294],"category_scores_gemma":[0.0004765941,0.00002733386,0.00007731005,0.00003858911,0.0004843704,0.00006879628,0.000006709764,0.0001814177,0.000002562791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001976411,"about_ca_system_score_gemma":0.00004917275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001607078,"about_ca_topic_score_gemma":0.0003455298,"domain_scores_codex":[0.9993357,0.0001458519,0.0001694596,0.00006089114,0.0001487509,0.0001393487],"domain_scores_gemma":[0.999069,0.0002926846,0.0001442232,0.00002605184,0.0004120086,0.00005601513],"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":[0.0001995842,0.0002274713,0.003347941,0.00002694766,0.00006495378,0.00004706668,0.02984405,0.000001616429,0.001515661,0.5710503,0.3918248,0.001849634],"study_design_scores_gemma":[0.0006388015,0.0001202164,0.002874095,0.00002066838,0.00006248095,0.00006305367,0.01588744,0.000002020507,0.0001862609,0.4739425,0.5061383,0.00006419525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6671874,0.004170384,0.002096523,0.2160174,0.001424259,0.0009092043,0.00009300233,0.00005398269,0.1080479],"genre_scores_gemma":[0.9958755,0.0001476808,0.0001682013,0.00166045,0.001120855,0.000006336598,0.000003218133,0.000002891696,0.001014917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.328688,"threshold_uncertainty_score":0.2743134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183839524292621,"score_gpt":0.3790899293437031,"score_spread":0.3472515341007769,"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."}}