{"id":"W4406420243","doi":"10.1016/0967-0653(96)84949-0","title":"10.1016/0967-0653(96)84949-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Seawater; Spectrum analyzer; Infrared; Gas analyzer; Analytical Chemistry (journal); Membrane; Materials science; Environmental science; Chemistry; Environmental chemistry; Optics; Physics; Oceanography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001004851,0.002125663,0.00143272,0.002319687,0.002259232,0.003666169,0.00259846,0.003808698,0.9848753],"category_scores_gemma":[0.001399325,0.0008294577,0.001307113,0.001973449,0.002137935,0.004170468,0.002456136,0.002240772,0.9903623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009579709,"about_ca_system_score_gemma":0.0007811293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003548089,"about_ca_topic_score_gemma":0.002998477,"domain_scores_codex":[0.9994711,0.00003708376,0.00003872534,0.000191187,0.0001525297,0.0001094085],"domain_scores_gemma":[0.9981769,0.0004454972,0.00008842479,0.0001932506,0.0005031544,0.0005927909],"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":[0.0003964637,0.0002311846,0.0009922789,0.0005760135,0.00005028323,0.0002856266,0.0001242903,0.0004201211,0.003857824,0.00557341,0.3504514,0.637041],"study_design_scores_gemma":[0.00004081332,0.0001276368,0.0007283147,0.0002823635,0.00001520467,0.0003825205,0.0001293396,0.0001886179,0.000507643,0.0006618716,0.9969134,0.00002231868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004977215,0.0003585845,0.0008337697,0.0003377845,0.0003330532,0.0001028204,0.0004830872,0.0007421871,0.996311],"genre_scores_gemma":[0.0006780739,0.0002390161,0.0003731703,0.0001786731,0.00007060276,0.00004413134,0.0003130552,0.0001260295,0.9979773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01512474,"threshold_uncertainty_score":0.0215736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005908124343045999,"score_gpt":0.1682263325372881,"score_spread":0.1623182081942421,"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."}}