{"id":"W4237181248","doi":"10.1016/j.dsr2.2014.02.007","title":"Preface","year":2014,"lang":"en","type":"article","venue":"Deep Sea Research Part II Topical Studies in Oceanography","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Fisheries and Oceans Canada; National Oceanic and Atmospheric Administration","keywords":"Philosophy; Traditional medicine; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001597698,0.0002186629,0.0003734738,0.0001714499,0.0008139868,0.00006187193,0.0005634923,0.0001158397,0.0005473919],"category_scores_gemma":[0.0008335222,0.0001648144,0.0001301065,0.002287569,0.001241889,0.000222449,0.000158302,0.0005965582,0.00009627146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008441988,"about_ca_system_score_gemma":0.00002832918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009883437,"about_ca_topic_score_gemma":0.001626626,"domain_scores_codex":[0.9967043,0.0004392962,0.0003704329,0.0005572343,0.0008920298,0.001036715],"domain_scores_gemma":[0.99817,0.0009660892,0.00004859319,0.0003511677,0.0002109702,0.0002531883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004342856,0.00007050466,0.9509543,0.00009011364,0.00005826676,0.00001650111,0.00055021,0.0001292152,3.038002e-7,0.0009728547,0.005329663,0.04178468],"study_design_scores_gemma":[0.0008271752,0.00113777,0.5393636,0.0001478137,0.00001350684,0.000007820312,0.002308693,0.004679,0.00004711346,0.02543718,0.4255122,0.0005181645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565595,0.01052498,0.0001090892,0.00123145,0.0005074686,0.0003207445,0.00001017279,0.0001091227,0.03062744],"genre_scores_gemma":[0.9945258,0.003538161,0.0009119484,0.0003110159,0.0003782979,0.000009084895,0.00001753436,0.00000624179,0.000301943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4201826,"threshold_uncertainty_score":0.6720938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09441732365499043,"score_gpt":0.3536853122405921,"score_spread":0.2592679885856017,"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."}}