{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01790024,0.0006389911,0.0009780476,0.003546522,0.006666395,0.01308315,0.001744245,0.006375709,0.011784],"category_scores_gemma":[0.02982866,0.0005532622,0.0006934217,0.001614502,0.04975728,0.03125609,0.008387601,0.01667344,0.003127688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008022427,"about_ca_system_score_gemma":0.007037523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005476344,"about_ca_topic_score_gemma":0.00415302,"domain_scores_codex":[0.9877908,0.0074407,0.0002802582,0.001005322,0.002808409,0.0006744863],"domain_scores_gemma":[0.981045,0.01169408,0.0005529585,0.002702011,0.002898952,0.001106958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000762633,0.000008487696,0.00005700019,0.00002732514,0.000003709641,0.00001743706,0.001319199,0.0001190675,0.00002692881,0.9798957,0.01409922,0.004418286],"study_design_scores_gemma":[0.000004191165,0.000004574605,0.0000479674,0.00012121,0.000002663541,0.00002316948,0.001061494,0.0003079815,0.00008116202,0.9353112,0.06302702,0.000007312666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00919766,0.01383337,0.05894206,0.7066808,0.006016684,0.00003971044,0.0001400845,0.0003422328,0.2048074],"genre_scores_gemma":[0.7900761,0.01394589,0.02977309,0.07349889,0.007080673,0.0002650827,0.0001748072,0.0008356735,0.08434991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01790024,"threshold_uncertainty_score":0.09466666,"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."}}