{"id":"W6929095362","doi":"10.4224/20378749","title":"FTIR gas measurement in home smoke alarm tests","year":2002,"lang":"en","type":"report","venue":"NPARC","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada; National Institute of Standards and Technology","keywords":"Smoke; Fourier transform infrared spectroscopy; Absorption (acoustics); Infrared; Gas analysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003313119,0.00034202,0.0004684984,0.0003773934,0.0001228485,0.0002898217,0.001227334,0.0002885425,0.00007773147],"category_scores_gemma":[0.0005895118,0.0003313276,0.0001611231,0.0004317888,0.00003670615,0.000136376,0.0003082691,0.001413639,0.0001073719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007082591,"about_ca_system_score_gemma":0.0005313578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003862681,"about_ca_topic_score_gemma":0.00008794523,"domain_scores_codex":[0.9957083,0.0002209775,0.0004748148,0.000794758,0.002172425,0.0006286526],"domain_scores_gemma":[0.9982331,0.00007439512,0.0002789245,0.00100893,0.0002577426,0.0001469189],"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":[0.000001095831,0.0001491716,0.004522187,0.0001149987,0.00003273143,0.0002150235,0.0008983477,0.00002514139,0.00008605858,0.0002016774,0.01617866,0.9775749],"study_design_scores_gemma":[0.0002567495,0.0001021476,0.01433717,0.0006144585,0.00001612176,0.0001184053,0.000009990026,0.0005309493,0.00002428066,0.0004358653,0.9830192,0.0005346547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03585759,0.01620358,0.05521073,0.01128425,0.02023648,0.002819858,0.00001603035,0.00606933,0.8523021],"genre_scores_gemma":[0.9142824,0.0006075344,0.07617912,0.0001512528,0.0008087152,0.0001129655,0.00001379882,0.00009637287,0.007747854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9770402,"threshold_uncertainty_score":0.9999139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0976004552531123,"score_gpt":0.2980080841887108,"score_spread":0.2004076289355985,"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."}}