{"id":"W4383040914","doi":"10.1017/s0012217323000136","title":"Success Semantics, Reinforcing Satisfaction, and Sensory Inclinations","year":2023,"lang":"en","type":"article","venue":"Dialogue","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Semantics (computer science); Psychology; Mental state; Naturalism; Epistemology; State (computer science); Sensory system; Cognitive science; Social psychology; Cognitive psychology; Computer science; Philosophy","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":[0.0002666542,0.00005542514,0.00007338766,0.00007897774,0.0001663668,0.00002288995,0.00006027222,0.00005783915,0.0001521069],"category_scores_gemma":[0.0001613765,0.00005105352,0.0000187504,0.0002872784,0.0001875055,0.00007980395,0.00004889863,0.00008861243,0.0006494901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008044612,"about_ca_system_score_gemma":0.000007258247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000185394,"about_ca_topic_score_gemma":0.0000591714,"domain_scores_codex":[0.9994088,0.00005150089,0.0001110667,0.0001651401,0.00008560417,0.0001778769],"domain_scores_gemma":[0.9995019,0.0002374954,0.00002743149,0.0001383902,0.00002666785,0.00006806284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000004706916,0.000005817574,0.01571074,0.000004390688,0.000007620923,0.00001513472,0.0008914569,0.00001154734,0.0001844422,0.9776741,0.0004589022,0.00503117],"study_design_scores_gemma":[0.0002370136,0.00003737878,0.5882677,0.000009206405,0.000009955198,0.00001095635,0.0001586341,0.0003465809,0.0001505573,0.4094394,0.001206685,0.0001259099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719361,0.00002651823,0.0005287569,0.003130067,0.0009358615,0.0001002696,0.00002999597,0.0001866066,0.1231258],"genre_scores_gemma":[0.999055,0.00001567882,0.00002781126,0.0002091393,0.0001421903,0.000009087919,0.00001465197,0.000005359404,0.0005210896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.572557,"threshold_uncertainty_score":0.8348098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542460581467453,"score_gpt":0.327020021379833,"score_spread":0.2915954155651584,"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."}}