{"id":"W21936646","doi":"10.1080/17470218.2011.604788","title":"Plasma Sensor Suite","year":2008,"lang":"en","type":"article","venue":"Bulletin of the American Physical Society","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Suite; Plasma; Computer science; Environmental science; Physics; History; Nuclear physics; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001060915,0.00128225,0.001298917,0.002215484,0.0008436699,0.001786833,0.002207048,0.001813313,0.1877915],"category_scores_gemma":[0.002510341,0.0005391794,0.000456464,0.001503735,0.0002397842,0.00157613,0.001558018,0.001071422,0.1139286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005205584,"about_ca_system_score_gemma":0.0006228378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006179541,"about_ca_topic_score_gemma":0.0006023205,"domain_scores_codex":[0.9981896,0.0002053346,0.00008509961,0.0005737882,0.0008416896,0.0001044923],"domain_scores_gemma":[0.9987924,0.000266528,0.00009815684,0.0001925909,0.0005495973,0.0001007492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001700863,0.0002734275,0.01208504,0.001613533,0.0001949626,0.0007518846,0.0002733084,0.001441282,0.09370713,0.008255336,0.4796262,0.400077],"study_design_scores_gemma":[0.000234782,0.0004290245,0.00775926,0.0001843674,0.0001476476,0.002273247,0.0001037789,0.01688797,0.06036719,0.003283997,0.9081917,0.0001370252],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0361998,0.007329676,0.2635549,0.004494328,0.004093502,0.001486502,0.0741135,0.1067521,0.5019757],"genre_scores_gemma":[0.3400189,0.003972046,0.1146604,0.007487249,0.001655634,0.002090978,0.06659053,0.006636872,0.4568875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1877915,"threshold_uncertainty_score":0.628225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545372419413173,"score_gpt":0.2297442005773183,"score_spread":0.2142904763831865,"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."}}