{"id":"W2200912703","doi":"10.1111/meta.12160","title":"Getting off the Wheel","year":2015,"lang":"en","type":"article","venue":"Metaphilosophy","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Epistemology; Attribution; Computer science; Sociology; Philosophy; Psychology; 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":[0.0009705885,0.0001706855,0.0002469683,0.00006175344,0.0004075153,0.0001465677,0.0003433641,0.00005826273,0.0001580105],"category_scores_gemma":[0.0001689067,0.0001073591,0.0001695059,0.00004935674,0.0006705085,0.0001986277,0.00007890746,0.0003485035,0.0005889554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001819635,"about_ca_system_score_gemma":0.00005267234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001143531,"about_ca_topic_score_gemma":0.0001581792,"domain_scores_codex":[0.9987608,0.0001992171,0.0002576137,0.000221734,0.0002986313,0.0002620178],"domain_scores_gemma":[0.9989281,0.0001719739,0.0001252373,0.0004377296,0.000235891,0.0001010592],"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":[0.000008480894,0.00004370294,0.00005673327,0.00001370541,0.00007954686,0.000004975319,0.02681335,0.000004603247,0.00002345918,0.9599761,0.01121704,0.001758244],"study_design_scores_gemma":[0.0001880243,0.00004846988,0.00002329583,0.000006950268,0.00006380441,0.000002753868,0.002260106,0.0000343705,0.0000564458,0.3380933,0.6590905,0.0001319509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04036622,0.004143914,0.00004940147,0.02435249,0.003312543,0.0002631333,0.00002299507,0.000189085,0.9273002],"genre_scores_gemma":[0.9785012,0.00002518094,0.0001753628,0.005702295,0.00454874,0.00002658978,0.00001163394,0.0000334795,0.01097555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.938135,"threshold_uncertainty_score":0.7570026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1767834611782031,"score_gpt":0.2826089073597272,"score_spread":0.1058254461815241,"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."}}