{"id":"W4413497262","doi":"10.64628/aam.h3rju4nvc","title":"Canada must stop treating climate disasters like unexpected humanitarian crises","year":2023,"lang":"en","type":"article","venue":"","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Victoria","funders":"","keywords":"Climate change; Political science; Natural resource economics; Business; Environmental planning; Environmental science; Economics; 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":[0.002908531,0.0005408976,0.0006792157,0.001050692,0.01682065,0.005919854,0.002850941,0.01058259,0.0239362],"category_scores_gemma":[0.01702304,0.0004409262,0.001157683,0.00106535,0.004127301,0.001816093,0.003718126,0.0154553,0.00282951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03863195,"about_ca_system_score_gemma":0.4165438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9751374,"about_ca_topic_score_gemma":0.9912612,"domain_scores_codex":[0.9949514,0.0004976944,0.0001771471,0.0002554338,0.00163027,0.002488036],"domain_scores_gemma":[0.9671292,0.001948536,0.0009168377,0.0004816988,0.01237952,0.01714418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006779391,0.00009247172,0.008098126,0.0001477059,0.00005502772,0.0002424674,0.0007874168,0.000417213,0.0003906167,0.01506479,0.9431753,0.03146104],"study_design_scores_gemma":[0.00009205828,0.00006684028,0.01617448,0.000398517,0.00005523815,0.0001327748,0.003697103,0.0003720702,0.0003374521,0.006161225,0.9724194,0.00009283934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01053663,0.002864053,0.0008884908,0.8955722,0.01260373,0.0001239668,0.00075588,0.0003481773,0.07630689],"genre_scores_gemma":[0.1344044,0.005643345,0.004415196,0.6881097,0.002560386,0.0001551803,0.0006916412,0.0002714913,0.1637486],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03863195,"threshold_uncertainty_score":0.2802957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266777028872793,"score_gpt":0.3230489046161824,"score_spread":0.1963712017289031,"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."}}