{"id":"W3035415476","doi":"10.5406/pluralist.15.2.0045","title":"Loyalty to Philosophy","year":2020,"lang":"en","type":"article","venue":"The Pluralist","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Icon; Citation; Loyalty; Download; Search engine optimization; Publishing; World Wide Web; Computer science; Library science; Information retrieval; Search engine; Political science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002906972,0.00005863103,0.00007692882,0.000007867468,0.0005221594,0.00005168571,0.0003995978,0.00004888788,0.0002422386],"category_scores_gemma":[0.0007114442,0.00004079682,0.00004914336,0.0002218636,0.0003697872,0.00006431255,0.00006477135,0.0001861514,0.001194848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002785328,"about_ca_system_score_gemma":0.00005522098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123991,"about_ca_topic_score_gemma":0.0001558724,"domain_scores_codex":[0.9991307,0.0001381911,0.00008971577,0.000117041,0.0002666605,0.0002576517],"domain_scores_gemma":[0.9993104,0.0001707614,0.00001603025,0.0001261791,0.00003845996,0.0003382202],"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":[0.000009794724,0.000005658801,0.00002826016,0.000003872554,0.000003571556,0.000001812096,0.01484724,0.000006378035,0.00002493475,0.9767677,0.00820053,0.0001003048],"study_design_scores_gemma":[0.00006227431,0.00003230077,0.0002109953,0.000006518717,0.000008422192,1.726835e-7,0.0005586957,0.00001616349,0.00006439038,0.508059,0.4908799,0.0001011907],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005342717,0.00001620609,0.00004312078,0.6266032,0.000109441,0.0000925804,0.00001148805,0.00007363014,0.3677076],"genre_scores_gemma":[0.9249804,0.000004704602,0.00004642644,0.07284197,0.001672876,0.000004516457,0.000001219204,0.000005345351,0.0004425439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9196377,"threshold_uncertainty_score":0.9995828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292546850320043,"score_gpt":0.3537532525147311,"score_spread":0.2244985674827268,"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."}}