{"id":"W428840638","doi":"10.1016/0967-0653(96)80400-u","title":"10.1016/0967-0653(96)80400-u","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Seawater; Oceanography; Astrobiology; Environmental science; Biology; Geology","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":[0.0002646044,0.0001180009,0.0001153149,0.00002816911,0.0001019376,0.00003139146,0.0001944621,0.00004861406,0.999888],"category_scores_gemma":[0.00002734447,0.0001084963,0.0000531588,0.0002608166,0.00004887615,0.00009938849,0.0001029651,0.00009397011,0.9988157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005695876,"about_ca_system_score_gemma":0.000003810167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001805974,"about_ca_topic_score_gemma":0.00000149885,"domain_scores_codex":[0.9990686,0.00006692745,0.0001459598,0.000267238,0.0002082521,0.0002430345],"domain_scores_gemma":[0.9994631,0.00003226444,0.00002137489,0.0002991516,0.000003553583,0.0001805986],"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":[0.00002682404,0.00002640759,0.00000173541,9.275006e-7,0.000002418015,0.000002288336,0.000007152209,0.0003488365,0.0001298729,2.192444e-7,0.1384684,0.8609849],"study_design_scores_gemma":[0.0001191072,0.0001079609,0.0003323396,0.000001882235,0.000005450597,0.000009346974,4.597489e-7,0.0005557928,0.0004535714,0.00002176938,0.9982376,0.0001546978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001284712,0.000005075179,0.00002046813,0.0001337717,0.000002239045,0.0001210048,0.000003334068,0.0001101449,0.9983193],"genre_scores_gemma":[0.00008748194,1.622055e-7,0.002738833,0.0000885131,0.00006996626,0.00001487522,0.000002479514,0.00001552345,0.9969822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8608302,"threshold_uncertainty_score":0.442435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006567892918993868,"score_gpt":0.1909695929341581,"score_spread":0.1844017000151642,"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."}}