{"id":"W4406398140","doi":"10.1016/0967-0653(94)91703-5","title":"10.1016/0967-0653(94)91703-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Estimation; Remote sensing; Chlorophyll a; Bottom water; Geology; Oceanography; Chemistry; Engineering","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":[0.001288082,0.002889683,0.002037231,0.002754376,0.00271418,0.003787855,0.003502884,0.005493259,0.9900852],"category_scores_gemma":[0.001834889,0.001158891,0.00163407,0.00246668,0.002450975,0.005086483,0.00326022,0.002860256,0.9932467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112403,"about_ca_system_score_gemma":0.0009202382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005492732,"about_ca_topic_score_gemma":0.004639976,"domain_scores_codex":[0.999303,0.00004718356,0.00006180834,0.0002401569,0.0001773356,0.0001704654],"domain_scores_gemma":[0.9973568,0.0007044506,0.0001436992,0.0002837679,0.0006136631,0.0008976752],"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":[0.0005202477,0.0003310335,0.001200447,0.0006539953,0.00005422677,0.0003110893,0.0001357721,0.0005204779,0.002695836,0.004018332,0.3814487,0.6081098],"study_design_scores_gemma":[0.00008089471,0.0001923314,0.001124784,0.0004358217,0.00002168858,0.0004445621,0.0001673286,0.0002354082,0.0005005033,0.0006654572,0.9960988,0.00003249272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005544073,0.0003628368,0.0007353359,0.0004378315,0.000306308,0.0001380887,0.0007700145,0.0008652747,0.9958299],"genre_scores_gemma":[0.0007069492,0.0002363414,0.0004004626,0.0002702583,0.00008816199,0.00006996752,0.0004171627,0.0001628122,0.9976479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009914756,"threshold_uncertainty_score":0.0141421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008213159960196158,"score_gpt":0.1814454438691938,"score_spread":0.1732322839089976,"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."}}