{"id":"W2962178104","doi":"","title":"Edmonton Mean Temperature Prediction","year":2019,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002113392,0.000385212,0.0002913226,0.0002520516,0.000379175,0.0005813368,0.0006903875,0.0004133368,0.007890043],"category_scores_gemma":[0.0005004637,0.0002030839,0.0004378786,0.0003252268,0.0000985831,0.0003686603,0.0002660088,0.0005776883,0.001427471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296872,"about_ca_system_score_gemma":0.001713126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2337828,"about_ca_topic_score_gemma":0.3272079,"domain_scores_codex":[0.9999146,0.000009757249,0.000001519998,0.00002785159,0.00002899858,0.00001719435],"domain_scores_gemma":[0.999881,0.00001591869,0.000005529478,0.00001891181,0.00006651596,0.00001208966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005164856,0.0001347252,0.0191836,0.00006434124,0.00008953161,0.0001808781,0.000071383,0.7381518,0.003614518,0.01060309,0.1436326,0.08375695],"study_design_scores_gemma":[0.0001258998,0.00004268239,0.01868314,0.00004417705,0.00004215601,0.00002026937,0.00006079416,0.9223469,0.004420263,0.00293086,0.05124867,0.00003424854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4692929,0.0008238938,0.03498274,0.002840729,0.002000459,0.00007352861,0.02323921,0.002672715,0.4640738],"genre_scores_gemma":[0.850857,0.0003416201,0.02388615,0.0002318334,0.0001288921,0.00005769403,0.01541647,0.0004207051,0.1086596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7662172,"threshold_uncertainty_score":0.4648441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05444373081622664,"score_gpt":0.2923931157215626,"score_spread":0.2379493849053359,"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."}}