{"id":"W2021104714","doi":"10.1002/wea.348","title":"T. J. Chandler","year":2009,"lang":"war","type":"article","venue":"Weather","topic":"Climate variability and models","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obituary; Citation; Columbia university; Library science; Media studies; Political science; Sociology; Computer science; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002537486,0.0001561055,0.0001464666,0.00001785892,0.0001028609,0.00003845627,0.0002054288,0.000126575,0.03173153],"category_scores_gemma":[0.00001351879,0.0001381871,0.00008740186,0.0001181702,0.00009987863,0.0001396519,0.00006214789,0.0001237309,0.009433177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009393848,"about_ca_system_score_gemma":0.00000719904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001223765,"about_ca_topic_score_gemma":0.00001736544,"domain_scores_codex":[0.998868,0.00004302033,0.0001646893,0.0003517285,0.0002133006,0.0003592199],"domain_scores_gemma":[0.9994271,0.00002058791,0.00003893474,0.0003899664,0.000003697156,0.0001197138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004148127,0.007765356,0.04736075,0.0001083991,0.0001668408,0.0001325657,0.03521135,0.007098231,0.3134579,0.04971136,0.0887278,0.4498446],"study_design_scores_gemma":[0.001896665,0.000976841,0.2031639,0.0001374232,0.000142677,0.00002576001,0.0003220437,0.01772686,0.004786771,0.05770912,0.7116709,0.001441019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7031938,0.000295251,0.0005042586,0.005109329,0.0003298468,0.0002999768,0.0000238618,0.00006764106,0.290176],"genre_scores_gemma":[0.9775931,0.000132509,0.0003511189,0.001891725,0.0001176395,0.000002884385,0.000002460883,0.00001123987,0.01989727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6229431,"threshold_uncertainty_score":0.9913381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183228625246065,"score_gpt":0.2379620250333878,"score_spread":0.2196391625087813,"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."}}