{"id":"W2961703236","doi":"10.1177/0959354319860591","title":"How metaphysical commitments shape the study of psychological mechanisms","year":2019,"lang":"en","type":"article","venue":"Theory & Psychology","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Metaphysics; Epistemology; Phenomenon; Set (abstract data type); Philosophy of science; Order (exchange); Psychology; Psychological science; Cognitive science; Philosophy; Computer science; Social psychology","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":[0.0004937731,0.0001619844,0.0002687389,0.0000600668,0.00009633591,0.00002787671,0.0006192521,0.00007831462,0.0003391745],"category_scores_gemma":[0.00009123142,0.00009401982,0.0001000388,0.0002651423,0.000189388,0.00007975035,0.0001063658,0.0002896894,0.000180815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007103627,"about_ca_system_score_gemma":0.000002508487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001022402,"about_ca_topic_score_gemma":9.280571e-7,"domain_scores_codex":[0.9976763,0.001089059,0.0001965695,0.000540186,0.0002405205,0.0002573379],"domain_scores_gemma":[0.9985602,0.0004957048,0.0001456429,0.0007341044,0.00002250758,0.00004183035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000504782,0.002020424,0.0003372009,0.000003129709,0.00002493555,0.00001100948,0.000245976,0.00000528492,0.6795896,0.3052919,0.0002057552,0.01176002],"study_design_scores_gemma":[0.005223464,0.01344577,0.06414509,0.00001032762,0.0001185222,0.0001391782,0.001471009,0.0010299,0.01844981,0.8932365,0.002198311,0.0005321768],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911848,0.000006950165,0.0005258889,0.001269586,0.00120449,0.0007269292,0.000005603059,0.00005149681,0.005024269],"genre_scores_gemma":[0.9949755,0.000005934939,0.00002709293,0.003900879,0.00004037503,0.00003410458,0.000001146007,0.00001632917,0.0009986256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6611398,"threshold_uncertainty_score":0.3834017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05886286022879471,"score_gpt":0.3407962126748987,"score_spread":0.281933352446104,"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."}}