{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002993256,0.0008753276,0.00136633,0.00176762,0.0040098,0.007041779,0.001670992,0.007848047,0.3550883],"category_scores_gemma":[0.01942468,0.0006135424,0.0005399043,0.001105036,0.001807837,0.005719461,0.003040612,0.006005713,0.1543991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003206655,"about_ca_system_score_gemma":0.004529477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026223,"about_ca_topic_score_gemma":0.01849318,"domain_scores_codex":[0.9970937,0.0006339571,0.0001714902,0.0004868723,0.001277693,0.0003362772],"domain_scores_gemma":[0.9932762,0.001728053,0.0002967434,0.0005098673,0.003460103,0.0007290651],"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":[0.0000190436,0.000008193283,0.00004249876,0.00006530888,0.000001966682,0.00004351339,0.000091405,0.0000414475,0.0001106587,0.01379433,0.9637937,0.02198788],"study_design_scores_gemma":[0.000005173655,0.000004715273,0.0001244121,0.000137381,0.000001661376,0.00003491736,0.0001156969,0.0000869362,0.00006042536,0.00422869,0.995191,0.000008944613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008596243,0.02183162,0.004926747,0.2000675,0.07732006,0.0002077882,0.001005639,0.001245637,0.6925353],"genre_scores_gemma":[0.00418386,0.001868282,0.000506631,0.01850377,0.003259907,0.00006064519,0.0001166301,0.0002146287,0.9712856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3550883,"threshold_uncertainty_score":0.9198883,"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."}}