{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003101693,0.0004491651,0.0003106754,0.0003644497,0.00694791,0.003176195,0.0008175564,0.001844832,0.2310195],"category_scores_gemma":[0.001084862,0.0002544374,0.0002136705,0.000583152,0.0009300887,0.002065975,0.002296499,0.001895287,0.04957873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002996862,"about_ca_system_score_gemma":0.004225638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3068508,"about_ca_topic_score_gemma":0.6606824,"domain_scores_codex":[0.9996814,0.00003075688,0.00000782757,0.00005230674,0.00007009308,0.0001577195],"domain_scores_gemma":[0.9992183,0.00001722942,0.00002138437,0.00001411654,0.0001903192,0.0005385575],"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":[0.00003778452,0.00004591896,0.004680022,0.00007481142,0.000003514035,0.0009652944,0.002452979,0.00002113589,0.0002977228,0.001797959,0.9477981,0.04182484],"study_design_scores_gemma":[0.00000774519,0.00001798116,0.006986617,0.0001047488,0.000003002848,0.0003411361,0.01302248,0.00002911378,0.00007988629,0.0003509842,0.9790405,0.00001567799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04903782,0.00646396,0.00123019,0.1434273,0.01387929,0.0002888996,0.004376392,0.001193377,0.7801027],"genre_scores_gemma":[0.0678282,0.002850391,0.001382287,0.02388608,0.0007052623,0.0001387788,0.001582593,0.0002926781,0.9013337],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6931492,"threshold_uncertainty_score":0.7728373,"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."}}