{"id":"W1579473746","doi":"10.1023/a:1023639209987","title":"An Assessment of Changes in Winter Cold and Warm Spells over Canada","year":2003,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Climate variability and models","field":"Environmental Science","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Climatology; Context (archaeology); Extreme Cold; Climate change; Duration (music); Geography; Natural hazard; Environmental science; Global warming; Meteorology; Geology; Oceanography","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":[0.0005192242,0.0003556477,0.0002837651,0.0008429865,0.001567889,0.00143872,0.0006154666,0.0005238836,0.001140393],"category_scores_gemma":[0.001303563,0.0002069348,0.0004627866,0.00226299,0.0003828581,0.0003816512,0.0003980576,0.0003853824,0.0001058638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02138146,"about_ca_system_score_gemma":0.01363721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932595,"about_ca_topic_score_gemma":0.9957973,"domain_scores_codex":[0.9997447,0.00002200552,0.0000121819,0.00004431565,0.00009124872,0.00008545431],"domain_scores_gemma":[0.9990734,0.00008927724,0.0001033329,0.00002273117,0.0005264558,0.0001848234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007890694,0.0001155172,0.9272385,0.0000757122,0.0003828172,0.0002947972,0.0009768907,0.04116058,0.002796862,0.0009195962,0.003593005,0.02165673],"study_design_scores_gemma":[0.00002262976,0.00003335028,0.9733949,0.00001150217,0.00006109745,0.00003336612,0.0008598792,0.02194804,0.0003885359,0.0001165428,0.00310785,0.00002241463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960061,0.0001971281,0.0001781437,0.0002208497,0.000009395043,0.00000856698,0.002070602,0.00002495939,0.001284362],"genre_scores_gemma":[0.9971216,0.0001431441,0.0002228726,0.00003598621,0.000004182353,0.000004152126,0.001276724,0.000007524898,0.001183752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02138146,"threshold_uncertainty_score":0.155134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008366866282406937,"score_gpt":0.2742516299556464,"score_spread":0.2658847636732394,"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."}}