{"id":"W4388515943","doi":"10.1515/9781773854199","title":"Blue Storm","year":2023,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storm; Environmental science; Meteorology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0001436324,0.0001200403,0.000234962,0.00008752417,0.0002875887,0.00001300519,0.0005277774,0.0003337209,0.0001077149],"category_scores_gemma":[0.0000292464,0.0001713476,0.0001556823,0.00001540898,0.0006532363,0.00004932353,0.0001124325,0.00024413,0.00005260899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003359745,"about_ca_system_score_gemma":0.001333546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3153475,"about_ca_topic_score_gemma":0.4609837,"domain_scores_codex":[0.9990219,0.00005942021,0.00008945676,0.0002080332,0.0003665636,0.0002546003],"domain_scores_gemma":[0.9992339,0.000101173,0.0001779907,0.000233256,0.0000682254,0.0001854467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001618572,0.000002972367,9.980889e-7,0.00003908021,0.00004328045,0.00008591737,0.008074714,9.495295e-7,7.490868e-7,0.5456815,0.4418837,0.004169982],"study_design_scores_gemma":[0.0001470372,0.00001366219,0.0000316252,0.0001031859,0.00004836335,3.027889e-7,0.0001262186,0.000004028991,0.000005517484,0.001732844,0.997619,0.0001682549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003104647,0.00009931135,0.00003027597,0.00008090158,0.0002030363,0.0001860834,0.0002745427,0.00007317415,0.9990216],"genre_scores_gemma":[0.00001942729,0.0002025456,0.00002655471,0.0001209233,0.0002095645,1.388852e-7,0.00001224201,0.00001681709,0.9993918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5557353,"threshold_uncertainty_score":0.6987352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904043521583852,"score_gpt":0.2302274500800654,"score_spread":0.2011870148642269,"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."}}