{"id":"W6926779426","doi":"10.25316/ir-19132","title":"A 15-minute Nanaimo?","year":2023,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amenity; Zoning; Walkability; Downtown; Urban planning; Residential area","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006344164,0.0003789424,0.0005851156,0.0008822258,0.00008208092,0.00001750094,0.0002141926,0.0004978283,0.002521082],"category_scores_gemma":[0.00005762854,0.000321441,0.0002353592,0.0008247202,0.000107288,0.00005946332,0.0001313494,0.000389557,0.0007678829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719781,"about_ca_system_score_gemma":0.0001585901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008587886,"about_ca_topic_score_gemma":0.006537686,"domain_scores_codex":[0.9985876,0.00003565523,0.0001068995,0.0006141078,0.0002581189,0.0003976095],"domain_scores_gemma":[0.9990254,0.00003711165,0.0001607337,0.000530931,0.00006599967,0.0001797929],"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":[0.0001099695,0.00005137238,0.000004849305,0.0001648174,0.0002715601,0.0008229372,0.00004021986,2.716919e-7,0.0004115484,0.00008394553,0.9963496,0.001688899],"study_design_scores_gemma":[0.001030689,0.00009671208,0.00000904994,0.0006050753,0.0003961849,0.00001134841,0.0001626016,0.000003392446,0.0004181722,0.00000510993,0.9968753,0.0003863708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001548406,0.0003889581,0.00002499083,0.001118491,0.001606244,0.0004805039,0.0002177887,0.0009347106,0.9952129],"genre_scores_gemma":[0.0007926538,0.001373208,0.0002475295,0.0001739483,0.0007644988,1.231406e-7,0.000002845095,0.0005741658,0.996071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005678897,"threshold_uncertainty_score":0.9999238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058517979686987,"score_gpt":0.2055357688034948,"score_spread":0.1949505890066249,"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."}}