{"id":"W2610331970","doi":"","title":"Developing New Strategies for Coping with Weather: Work in Alaskan and Canadian Coastal Communities","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Work (physics); Geography; Environmental resource management; Environmental science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002595927,0.0001211711,0.0001736953,0.0001173817,0.001161927,0.0006127591,0.0003712266,0.00009800932,0.000003269445],"category_scores_gemma":[0.0006275112,0.0001126414,0.00001932997,0.0003539174,0.0005624864,0.0004309461,0.00003946846,0.0001984328,0.000003393259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704257,"about_ca_system_score_gemma":0.002307399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9588739,"about_ca_topic_score_gemma":0.998187,"domain_scores_codex":[0.9982552,0.0002192975,0.0002070854,0.0001808434,0.0003755535,0.0007620358],"domain_scores_gemma":[0.9982117,0.001130937,0.00009472304,0.0001025979,0.00009899672,0.0003610582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005292712,0.00002034843,0.6715823,0.00007047249,0.00002791244,0.00001158822,0.2385159,0.001124626,0.00001851856,0.06329191,0.001677728,0.02360573],"study_design_scores_gemma":[0.001037504,0.0002117431,0.3072464,0.001340022,0.00001352976,0.000002662536,0.4793912,0.00009343062,0.00004107708,0.03079203,0.1789427,0.0008876261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9091782,0.00007294528,0.0001628361,0.005345888,0.00009843117,0.0003205854,0.00000228364,0.00004667556,0.08477217],"genre_scores_gemma":[0.9933476,0.00005238926,0.005860049,0.0002682694,0.0001856894,0.00001956579,0.000003232407,0.00001208164,0.000251121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3643359,"threshold_uncertainty_score":0.8936724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06298517264376817,"score_gpt":0.3322302718408119,"score_spread":0.2692450991970437,"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."}}