{"id":"W7116710679","doi":"10.33137/jns.v4i1.46637","title":"Closing Quote","year":2025,"lang":"","type":"article","venue":"UTSC s Journal of Natural Sciences","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001774493,0.0006219032,0.0007709956,0.001556424,0.004836419,0.007666668,0.001712424,0.006651328,0.2913967],"category_scores_gemma":[0.02460377,0.0003506771,0.000986644,0.00120777,0.001124513,0.003227966,0.003518423,0.008158598,0.2308919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003380898,"about_ca_system_score_gemma":0.004045135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01532229,"about_ca_topic_score_gemma":0.02476501,"domain_scores_codex":[0.9972005,0.0002749212,0.000128452,0.0004122613,0.001638865,0.0003450048],"domain_scores_gemma":[0.9932515,0.001140798,0.0002108406,0.0005282239,0.004123518,0.0007450003],"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":[0.000007892586,0.000003816864,0.00004056099,0.00002043407,0.000001468739,0.00003282844,0.00004109127,0.000006455246,0.00004154861,0.002716989,0.9936152,0.003471742],"study_design_scores_gemma":[0.000004607375,0.000003038918,0.0002059155,0.00005392337,0.000002559158,0.00003208463,0.0001369693,0.00001358446,0.00009373047,0.001445743,0.9980014,0.000006415175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009309522,0.004624587,0.001116524,0.297432,0.2358325,0.0001794657,0.002459634,0.0008790214,0.4565454],"genre_scores_gemma":[0.005898143,0.001178225,0.0004677903,0.1243917,0.01735786,0.0001042888,0.0006389015,0.0004172802,0.8495458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7086033,"threshold_uncertainty_score":0.9748191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813271321150642,"score_gpt":0.3489965017193066,"score_spread":0.3308637885078002,"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."}}