{"id":"W4406464218","doi":"10.1016/0967-0653(94)92048-6","title":"10.1016/0967-0653(94)92048-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Particulates; Phytoplankton; Pigment; Environmental chemistry; Absorption (acoustics); Environmental science; Chemistry; Optics; Physics; Nutrient; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001319845,0.002964763,0.002107508,0.002733649,0.002640215,0.003775939,0.003613654,0.005587678,0.9903373],"category_scores_gemma":[0.001884934,0.001205079,0.001623971,0.002428843,0.002449567,0.005306821,0.003219892,0.002880089,0.9935824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064892,"about_ca_system_score_gemma":0.0008866425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005276985,"about_ca_topic_score_gemma":0.004223901,"domain_scores_codex":[0.9993216,0.0000462158,0.00006221352,0.0002359154,0.000170701,0.0001634528],"domain_scores_gemma":[0.9973472,0.0006929268,0.0001519688,0.0002890288,0.000622811,0.0008960933],"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":[0.0005042267,0.0003114617,0.001156174,0.0006807343,0.00005475869,0.0003055203,0.000134558,0.0004913992,0.002735479,0.00394827,0.380522,0.6091555],"study_design_scores_gemma":[0.00007961853,0.0001842254,0.001071109,0.0004342181,0.00002164755,0.0004367809,0.0001626379,0.0002209023,0.0004803735,0.0006603833,0.9962167,0.00003137734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005535363,0.0003997063,0.0007521258,0.0004823218,0.000328424,0.000140881,0.0007860887,0.0009379984,0.9956189],"genre_scores_gemma":[0.0006678812,0.00024114,0.0003963004,0.0002710975,0.00009013831,0.00006909938,0.0004065889,0.0001697608,0.9976879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009662747,"threshold_uncertainty_score":0.01378268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008226933849272911,"score_gpt":0.1811805655946215,"score_spread":0.1729536317453486,"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."}}