{"id":"W4247478580","doi":"10.1111/phpe.12110","title":"SEMANTIC INDECISION","year":2018,"lang":"en","type":"article","venue":"Philosophical Perspectives","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Citation; Computer science; Library science","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":[0.005674991,0.001290167,0.0016048,0.003544443,0.004993454,0.00979872,0.002756142,0.003749878,0.02221689],"category_scores_gemma":[0.01924138,0.001143255,0.002166238,0.002961509,0.01294269,0.03079987,0.008767826,0.007756468,0.003489143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003695299,"about_ca_system_score_gemma":0.00223701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001745219,"about_ca_topic_score_gemma":0.001463547,"domain_scores_codex":[0.9912328,0.003345651,0.000628488,0.002733476,0.00159579,0.0004637492],"domain_scores_gemma":[0.9917839,0.003538799,0.0003205861,0.002587122,0.001543385,0.0002262266],"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":[0.0000159963,0.000007903699,0.00006206097,0.00003721618,0.000009966831,0.00003121404,0.0003396084,0.000159821,0.00007514859,0.9924592,0.001564724,0.005237064],"study_design_scores_gemma":[0.000005231715,0.000003703987,0.00003881288,0.0000248644,0.000008829627,0.00004656249,0.0001523036,0.0007876921,0.0002012118,0.9809193,0.01780674,0.000004726046],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02079968,0.006447221,0.5898327,0.0202396,0.001763494,0.0001585181,0.001080622,0.0008793925,0.3587988],"genre_scores_gemma":[0.77509,0.003937283,0.1461965,0.005279397,0.002316911,0.000435194,0.003292957,0.001002222,0.06244948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02221689,"threshold_uncertainty_score":0.07432288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023516099871183,"score_gpt":0.3177550435448089,"score_spread":0.2154034335576906,"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."}}