{"id":"W2786185221","doi":"","title":"Economic consequences of floods in Atlantic Canada","year":2017,"lang":"en","type":"article","venue":"Journal of Earth Science & Climatic Change","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007398924,0.0001851147,0.0003883994,0.001500492,0.004244184,0.004782511,0.001218043,0.00149422,0.005089925],"category_scores_gemma":[0.004240055,0.0002792439,0.0005535088,0.003267869,0.002054982,0.0009611593,0.001898175,0.001916395,0.0002035463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08860615,"about_ca_system_score_gemma":0.06935731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965553,"about_ca_topic_score_gemma":0.9986578,"domain_scores_codex":[0.9987374,0.00008027175,0.00004165461,0.00005787771,0.0002781441,0.0008046571],"domain_scores_gemma":[0.9966711,0.0003567571,0.0005452785,0.00006833166,0.001260035,0.001098572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006263842,0.0001840481,0.848794,0.0001397901,0.0003878732,0.001396916,0.004127428,0.0252518,0.0006475,0.06192513,0.03163771,0.02488133],"study_design_scores_gemma":[0.00008173882,0.00003505279,0.9268533,0.000122716,0.000172509,0.0001481532,0.0159489,0.01416573,0.000259137,0.008362045,0.03373607,0.0001146464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551302,0.000938618,0.0001284212,0.0168255,0.00007283355,0.0000188452,0.002890324,0.00001287304,0.02398231],"genre_scores_gemma":[0.9946588,0.0007025708,0.00004207057,0.0003301705,0.00001875793,0.000003516702,0.000390849,0.000005006647,0.003848249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08860615,"threshold_uncertainty_score":0.6428856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06520143088640702,"score_gpt":0.3357816393254131,"score_spread":0.270580208439006,"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."}}