{"id":"W2783262363","doi":"","title":"A Reflection on Dr. Cuilan Liu’s Visit to McMaster's Religious Studies Department on December 15, 2016","year":2017,"lang":"en","type":"article","venue":"","topic":"Religious Studies and Spiritual Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Reflection (computer programming); Medicine; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002251798,0.0003053708,0.0003648235,0.0001021841,0.002526031,0.0007883141,0.0002809736,0.00005077968,0.0004711056],"category_scores_gemma":[0.0002043846,0.0002038804,0.0001271262,0.00001680525,0.0001457507,0.0002688385,0.0002080124,0.0001678066,0.003142134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158966,"about_ca_system_score_gemma":0.00001582027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125636,"about_ca_topic_score_gemma":0.01726425,"domain_scores_codex":[0.998386,0.00004561827,0.0003204479,0.0004807674,0.0003562149,0.000410995],"domain_scores_gemma":[0.9986867,0.0001703914,0.0002282642,0.0006052363,0.0001908872,0.0001185004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003365949,0.0001682166,0.00009736977,0.00001942823,0.0002978806,0.00002117375,0.01001019,0.00001721265,0.00001979208,0.03423207,0.9494725,0.005307574],"study_design_scores_gemma":[0.0004447087,0.001875364,0.0001957946,0.0001356978,0.00005875021,0.000002932822,0.003904727,0.000008796815,0.0002323066,0.003091929,0.9897276,0.0003214405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08362672,0.0008073128,0.000007206891,0.02223669,0.001745843,0.0005115062,0.00001362864,0.0001626945,0.8908884],"genre_scores_gemma":[0.8365423,0.002940476,0.00006709887,0.006537373,0.001420892,0.000116695,0.000003348659,0.00003823016,0.1523336],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7529156,"threshold_uncertainty_score":0.9987726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155756359671322,"score_gpt":0.3665464626268275,"score_spread":0.2509708266596953,"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."}}