{"id":"W4406534673","doi":"10.1016/0967-0653(94)91467-2","title":"10.1016/0967-0653(94)91467-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Particulates; Environmental science; Absorption (acoustics); Oceanography; Environmental chemistry; Geology; Chemistry; Materials science; 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":[0.00008060948,0.000106916,0.0001200436,0.00001828515,0.0001426802,0.00002113594,0.0001363749,0.00003095451,0.9995105],"category_scores_gemma":[0.00000789496,0.00008644348,0.00003530913,0.00008740485,0.00005885681,0.00008065003,0.00001080699,0.00005352242,0.9993839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004439901,"about_ca_system_score_gemma":0.000004477141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004570286,"about_ca_topic_score_gemma":0.000006839517,"domain_scores_codex":[0.9992868,0.00002135722,0.0001127576,0.0001733406,0.0001680048,0.0002376863],"domain_scores_gemma":[0.9996952,0.00004139414,0.00001500689,0.0001232992,0.000002629561,0.0001224553],"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":[0.00002589816,0.00000929148,0.00006424279,0.000001507508,0.00001063834,0.000003606356,0.00002572325,0.0005014819,3.253806e-7,8.222176e-8,0.1177219,0.8816353],"study_design_scores_gemma":[0.00008743053,0.0001207097,0.00785079,0.000004168312,0.000009102717,0.000003794697,0.000005529057,0.0006425407,0.000005377302,0.00001104582,0.9911292,0.0001302632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002697972,0.0002351609,9.712363e-7,0.0001907502,0.000001755992,0.00009234691,0.0000307552,0.00006622959,0.9966841],"genre_scores_gemma":[0.002411819,0.000001980255,0.0001383958,0.00008666433,0.00008154724,0.000001283297,0.00003834037,0.000004452538,0.9972355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.881505,"threshold_uncertainty_score":0.3525063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006645497483355505,"score_gpt":0.1422973414812464,"score_spread":0.1356518439978909,"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."}}