{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008190483,0.0001029024,0.0001308397,0.000240323,0.0005005351,0.0001298844,0.0004421439,0.0001003912,0.003934463],"category_scores_gemma":[0.00003423531,0.00008787674,0.00004868789,0.0006382652,0.0001001978,0.0003767055,0.00007351358,0.0004619072,0.0006947149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003777313,"about_ca_system_score_gemma":0.00003623291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005123455,"about_ca_topic_score_gemma":0.0003430953,"domain_scores_codex":[0.9981978,0.00006207515,0.00009854024,0.0003739186,0.00083442,0.0004332668],"domain_scores_gemma":[0.9992867,0.000102084,0.00003028872,0.0001062141,0.0002689017,0.0002057795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009533042,0.0000374759,0.9915911,0.00002064732,0.00002327574,0.00000801039,0.001303959,0.0002509332,0.001155841,0.001918677,0.0025941,0.001000659],"study_design_scores_gemma":[0.0004599048,0.0004449598,0.9519958,0.00001272014,0.000006957548,0.000001600828,0.00678709,0.001280393,0.00003986884,0.0004663729,0.03839354,0.0001108238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8178374,0.00002908555,0.000001788722,0.0002858234,0.00008079348,0.0004191801,0.00002711992,0.0000669352,0.1812519],"genre_scores_gemma":[0.9857174,0.00003679652,0.000054597,0.00004526048,0.000088086,2.171583e-7,0.00003450365,0.000002412997,0.01402077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.16788,"threshold_uncertainty_score":0.9969761,"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."}}