{"id":"W4245453571","doi":"10.1002/9780470057339.vat001","title":"Temporal Change","year":2006,"lang":"en","type":"other","venue":"Encyclopedia of Environmetrics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Observational study; Stressor; Term (time); Quality (philosophy); Environmental science; Computer science; Environmental resource management; Statistics; Psychology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001016744,0.0003381884,0.0004301103,0.0002729429,0.00004055118,0.000005140087,0.0003460783,0.0002916002,0.007319669],"category_scores_gemma":[0.00004199333,0.0003064358,0.0001374834,0.0005911374,0.0003220435,0.00005991804,0.0003570403,0.0001892263,0.001441066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006687443,"about_ca_system_score_gemma":0.00000432435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810116,"about_ca_topic_score_gemma":0.0004047035,"domain_scores_codex":[0.9984037,0.00003010996,0.0002865571,0.0004281392,0.0005184175,0.0003330522],"domain_scores_gemma":[0.9991519,0.00004564511,0.0003071174,0.000413682,0.000001223647,0.0000803592],"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":[9.957064e-7,0.0001018684,0.1059422,0.00002433084,0.00001334237,0.00001032837,0.00003245879,0.000004417337,0.000002956775,0.00001222733,0.8812782,0.0125767],"study_design_scores_gemma":[0.000139727,0.00004155689,0.05509318,0.00002551163,0.00003458025,8.112492e-7,0.000007738249,0.000003281057,0.000006113815,0.00004419407,0.9442868,0.0003165432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003243798,0.002432204,0.00008554813,0.00004699074,0.0004381122,0.0003031761,0.0001136831,0.00008297407,0.9961729],"genre_scores_gemma":[0.001789127,0.00439653,0.003068912,0.00007979431,0.0009958381,0.00004121935,0.00006266292,0.000358354,0.9892076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06300856,"threshold_uncertainty_score":0.9999388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277396220974424,"score_gpt":0.2108155458437408,"score_spread":0.1980415836339965,"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."}}