{"id":"W4406514610","doi":"10.1016/s0967-0653(97)88564-x","title":"10.1016/s0967-0653(97)88564-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Estuary; Total organic carbon; Environmental science; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001133154,0.002962391,0.001934877,0.002878006,0.002692304,0.00428555,0.003753224,0.005945546,0.9901122],"category_scores_gemma":[0.001782186,0.001085625,0.001507175,0.002842319,0.00210804,0.006081798,0.003472766,0.002822241,0.9934078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224929,"about_ca_system_score_gemma":0.001204572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005347662,"about_ca_topic_score_gemma":0.004777872,"domain_scores_codex":[0.9993901,0.00003823817,0.0000525154,0.0002217165,0.0001565751,0.0001407705],"domain_scores_gemma":[0.9977478,0.000494176,0.0001583442,0.0002812861,0.0005092627,0.0008090165],"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":[0.0003191735,0.0002113696,0.000889325,0.0005954076,0.00003578997,0.0002396845,0.0001366249,0.0004143827,0.001768148,0.00590937,0.414268,0.5752128],"study_design_scores_gemma":[0.00004545855,0.00009938695,0.0006596094,0.0003218979,0.0000138201,0.0003039732,0.0001331672,0.000147443,0.0002584452,0.0005086993,0.9974855,0.00002258859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003753718,0.0003409726,0.0005181393,0.0003473254,0.0002981028,0.00009505066,0.0006600354,0.0007672991,0.9965977],"genre_scores_gemma":[0.0004325027,0.0001604036,0.0002456064,0.0001667576,0.00005519399,0.00004771629,0.0002843671,0.0001428882,0.9984645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009887755,"threshold_uncertainty_score":0.01410371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006246018433234738,"score_gpt":0.1477133934956533,"score_spread":0.1414673750624185,"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."}}