{"id":"W2772109737","doi":"10.1016/0967-0653(96)81793-5","title":"10.1016/0967-0653(96)81793-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nitrogen; Environmental science; Environmental chemistry; Oceanography; Chemistry; Geology; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002075912,0.0001101665,0.000115928,0.00006769345,0.0001264657,0.00006523923,0.0002015546,0.0000476909,0.9994738],"category_scores_gemma":[0.00003587884,0.00008392087,0.00004671525,0.0002107956,0.00004306071,0.0001067468,0.000004511186,0.00007075395,0.9987244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002502408,"about_ca_system_score_gemma":0.00002574587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008288034,"about_ca_topic_score_gemma":0.000001908644,"domain_scores_codex":[0.9991566,0.00008706871,0.0001337726,0.0002058306,0.0001796006,0.0002371354],"domain_scores_gemma":[0.9994253,0.0001272128,0.00002304943,0.0002205349,0.00001920953,0.0001846883],"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":[0.0001310743,0.0000123708,0.000006975697,0.000004022152,0.000006698208,0.000005248647,0.00001454191,0.0005266514,0.000008105714,2.511608e-7,0.1613391,0.8379449],"study_design_scores_gemma":[0.000108273,0.0001576494,0.00374872,0.000007790237,0.000006689711,0.000009458676,0.000001246375,0.001140004,0.00007601046,0.000005348143,0.9945985,0.0001403191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005044795,0.0001339448,5.486435e-7,0.0004086938,0.000003623889,0.0001937619,0.00005885545,0.00009786685,0.9940579],"genre_scores_gemma":[0.002330347,6.985078e-7,0.00008567826,0.0001005054,0.0001291337,0.000001130992,0.00007184928,0.000004482965,0.9972762],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8378046,"threshold_uncertainty_score":0.3422194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006192747847807981,"score_gpt":0.16278144763652,"score_spread":0.156588699788712,"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."}}