{"id":"W1547804598","doi":"","title":"Katrina, Wilma and Me: Learning to Live with Climate Surprises?","year":2006,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Humanities; Holocene; Geography; Political science; Ethnology; Physical geography; History; Philosophy; Archaeology; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003457607,0.0004757922,0.000441574,0.0004828758,0.006231513,0.006637788,0.001035892,0.004970622,0.01163559],"category_scores_gemma":[0.01253362,0.0002769819,0.0003975914,0.0003730605,0.005351024,0.01097725,0.003557088,0.01037247,0.003524557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003381706,"about_ca_system_score_gemma":0.004330493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004931111,"about_ca_topic_score_gemma":0.01141773,"domain_scores_codex":[0.9988241,0.0006243619,0.00002627156,0.0001281932,0.0001674741,0.0002294815],"domain_scores_gemma":[0.9962993,0.001600308,0.0002751172,0.0001546083,0.0004088146,0.00126188],"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":[0.00007250334,0.00006696146,0.002270133,0.0002033333,0.00002677308,0.0007489215,0.01509948,0.0002759771,0.0002622175,0.08395344,0.7919224,0.1050979],"study_design_scores_gemma":[0.00001304814,0.00004337897,0.002422136,0.0005121378,0.00001596854,0.0007118555,0.02860293,0.0003879005,0.0002386305,0.129147,0.8378575,0.0000475031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006690109,0.02802941,0.001423409,0.9188669,0.009522415,0.00001733772,0.00005755069,0.00008960913,0.03530326],"genre_scores_gemma":[0.3914496,0.09439185,0.003952563,0.3872158,0.0124749,0.0002289802,0.0001621791,0.0002786733,0.1098455],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9950689,"threshold_uncertainty_score":0.03892487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004058011093148407,"score_gpt":0.2080851312428624,"score_spread":0.204027120149714,"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."}}