{"id":"W1563174074","doi":"10.1002/047147844x.oc1708","title":"Marine Sources of Halocarbons","year":2004,"lang":"en","type":"other","venue":"Water Encyclopedia","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Atmosphere (unit); Bromoform; Sea salt; Seawater; Methyl iodide; Environmental chemistry; Bromine; Chemistry; Iodide; Chemical oceanography; Environmental science; Halogen; Oceanography; Meteorology; Geology; Aerosol; Inorganic chemistry; Organic chemistry","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":[0.00007613729,0.0002195142,0.0003346572,0.0001637616,0.00002079959,0.00001705804,0.0002571315,0.00016934,0.05840279],"category_scores_gemma":[0.000004018557,0.0001400256,0.00008446079,0.00007145704,0.00005284505,0.00003054708,0.00004826287,0.0001228231,0.001352833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002034157,"about_ca_system_score_gemma":0.00004223474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07837765,"about_ca_topic_score_gemma":0.06976958,"domain_scores_codex":[0.9989768,0.00002668764,0.0002386139,0.000250723,0.0002170553,0.0002901101],"domain_scores_gemma":[0.9995152,0.00001082575,0.0000966874,0.0002755807,0.00001049551,0.00009119589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003180964,0.00006828671,0.6656443,0.001009334,0.0002361792,0.0002074774,0.0004955521,0.0001557582,0.000006675803,0.0001223678,0.2195984,0.1124239],"study_design_scores_gemma":[0.0001662441,0.00006157318,0.006995544,0.00007059441,0.00003027315,0.00001262195,0.00001676999,0.00002023019,0.00005240321,0.0004304563,0.9919017,0.0002416163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004325095,0.0003606635,0.000006152641,0.0000329641,0.0005906664,0.0001730849,0.0001368633,0.00008991211,0.9942846],"genre_scores_gemma":[0.03209315,0.0005155312,0.0002253551,0.00003894352,0.0006349147,0.000002034673,0.0005967859,0.00006312042,0.9658301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7723033,"threshold_uncertainty_score":0.9994248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004995061004643617,"score_gpt":0.1699440713950917,"score_spread":0.1649490103904481,"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."}}