{"id":"W4408607235","doi":"10.5006/cp2013_13_4-67","title":"Why Is NSF Certification of Potable Water Coatings Important?","year":2013,"lang":"en","type":"article","venue":"CoatingsPro","topic":"Materials Engineering and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Certification; Potable water; Environmental science; Business; Environmental engineering; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0123849,0.0003452846,0.0004293425,0.001340237,0.003175127,0.003416206,0.001757017,0.009321639,0.008219848],"category_scores_gemma":[0.04197036,0.0002762914,0.0006208837,0.0009543252,0.002931991,0.004619325,0.001641781,0.004195841,0.001818019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004093624,"about_ca_system_score_gemma":0.01721092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05460438,"about_ca_topic_score_gemma":0.06026907,"domain_scores_codex":[0.9862845,0.001034182,0.0006048919,0.000877311,0.009525001,0.001674085],"domain_scores_gemma":[0.9392534,0.005320012,0.002370256,0.001916387,0.0466636,0.004476293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001165834,0.0004098531,0.04119655,0.0007049188,0.00006615935,0.001057091,0.0004930698,0.0006699779,0.01101122,0.1005788,0.6650489,0.1786469],"study_design_scores_gemma":[0.00004290376,0.0002350474,0.06525212,0.001083499,0.00007351104,0.001221973,0.001591229,0.0006286488,0.00952288,0.01970354,0.9005405,0.0001040878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08132174,0.008461014,0.006464669,0.5303264,0.01993811,0.0001957078,0.001099249,0.0009039221,0.3512893],"genre_scores_gemma":[0.6430315,0.01047857,0.01471707,0.2509943,0.004417446,0.0001776423,0.002822812,0.0003106386,0.07304998],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05460438,"threshold_uncertainty_score":0.1085731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009347090930776524,"score_gpt":0.1916913971081462,"score_spread":0.1823443061773697,"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."}}