{"id":"W4404120852","doi":"10.24908/qap.v1i2.18097","title":"Quotable: John Waddell","year":2024,"lang":"en","type":"article","venue":"Qapsule Queen s Undergraduate Health Sciences Journal","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Art","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004479728,0.0001776712,0.0002603307,0.0003290265,0.00766746,0.0013455,0.0004462026,0.00007925924,0.0002480676],"category_scores_gemma":[0.000129021,0.000131129,0.0001658575,0.001933377,0.001125346,0.0009993156,0.00006917086,0.0005391814,0.0001543621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005074559,"about_ca_system_score_gemma":0.00404519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005324683,"about_ca_topic_score_gemma":0.001693677,"domain_scores_codex":[0.9962964,0.0004274332,0.0005557081,0.0004003303,0.001230872,0.001089262],"domain_scores_gemma":[0.9987081,0.0001969218,0.0001734468,0.0001328127,0.0001742642,0.0006145111],"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":[0.000005760992,0.00005894393,0.0005973412,0.00006965055,0.00005536195,0.00009079817,0.01085559,0.000437791,0.000007417396,0.6000409,0.3492208,0.03855968],"study_design_scores_gemma":[0.0001338804,0.0001963554,0.0003612941,0.0001751732,0.00001341792,0.00009673816,0.004584809,0.0007365312,0.000003952059,0.05163331,0.9418609,0.0002036488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005353482,0.01706456,0.004387254,0.7585081,0.008406491,0.0005015645,0.0000202315,0.0003542271,0.2054041],"genre_scores_gemma":[0.9537798,0.01730016,0.002962876,0.002329126,0.002722553,0.00001038553,0.000002778694,0.00002564934,0.02086664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9484264,"threshold_uncertainty_score":0.9996912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035018715864694,"score_gpt":0.3778797903162401,"score_spread":0.3428610744515461,"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."}}