{"id":"W2482774108","doi":"10.1002/9780470494950.scard","title":"Wiley‐IUPAC Series in Biophysico‐Chemical Processes in Environmental Systems","year":2009,"lang":"en","type":"other","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Chemical nomenclature; Editorial board; Library science; Citation; Associate editor; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001214338,0.002818073,0.003175657,0.003566125,0.000644095,0.003052478,0.002746513,0.001588055,0.313412],"category_scores_gemma":[0.00305908,0.0008749674,0.00079159,0.007505383,0.001756857,0.003683269,0.002374252,0.003452047,0.2545259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559625,"about_ca_system_score_gemma":0.002094665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003150828,"about_ca_topic_score_gemma":0.005362202,"domain_scores_codex":[0.9994308,0.00005118519,0.00006536049,0.0001590585,0.0002527206,0.00004074683],"domain_scores_gemma":[0.9978849,0.0007020102,0.0001338545,0.0005177966,0.000510877,0.0002505473],"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":[0.00003231366,0.00006394853,0.0001855013,0.001748827,0.00002745837,0.000111798,0.00008450695,0.001525298,0.00163409,0.03251858,0.4894537,0.472614],"study_design_scores_gemma":[0.00001206292,0.00002067479,0.0003046063,0.0002948289,0.00001947012,0.0002439974,0.00002580957,0.001209751,0.0006165477,0.01433332,0.9829051,0.00001372249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001089683,0.09157161,0.0756186,0.003998099,0.02378763,0.0002403185,0.005341728,0.003422475,0.7949299],"genre_scores_gemma":[0.006425346,0.09103574,0.02055414,0.0008779446,0.004378915,0.0003476309,0.002920243,0.001788199,0.8716719],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.313412,"threshold_uncertainty_score":0.9793345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004561813604917026,"score_gpt":0.1719420354121947,"score_spread":0.1673802218072777,"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."}}