{"id":"W3006249176","doi":"","title":"The History of Extratropical Transition in Canada: impacts, research and prediction","year":2020,"lang":"en","type":"article","venue":"100th American Meteorological Society Annual Meeting","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Extratropical cyclone; Transition (genetics); Climatology; Environmental science; Geology; Chemistry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001347472,0.00006698957,0.0001935039,0.0000328904,0.0006801337,0.00003806662,0.0001796211,0.0000682516,0.00004874219],"category_scores_gemma":[0.0008764984,0.00006223128,0.00006532113,0.0004629572,0.003323101,0.0001053498,0.00003322683,0.0004600134,0.000001181479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003291227,"about_ca_system_score_gemma":0.003037666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891628,"about_ca_topic_score_gemma":0.9920189,"domain_scores_codex":[0.9979398,0.0006149615,0.0002585482,0.0002265003,0.0005311617,0.000428998],"domain_scores_gemma":[0.9987724,0.0006588048,0.00009795256,0.00006631569,0.0001170093,0.0002874947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008983873,0.0002158492,0.07591999,0.0001934341,0.0001603234,0.00007445617,0.4916584,0.0003089448,0.003734148,0.01716012,0.283352,0.1263239],"study_design_scores_gemma":[0.0003070497,0.0006296689,0.08525188,0.00002334951,0.00001649663,0.000001190272,0.175222,0.0005746215,0.000005538941,0.0003473951,0.7374471,0.0001737084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708763,0.003165087,0.0000402148,0.02180508,0.0001920037,0.0002298786,0.00005098103,0.00002931497,0.003611082],"genre_scores_gemma":[0.9968774,0.001645537,0.0001728448,0.001012508,0.0001794765,0.00001094174,0.000002011127,0.000005164812,0.00009415353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.454095,"threshold_uncertainty_score":0.9993893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03419903517710204,"score_gpt":0.2632711745697859,"score_spread":0.2290721393926839,"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."}}