{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004989231,0.0005958292,0.0004254999,0.0005055809,0.0008335627,0.0003218981,0.0008451802,0.0005761528,0.001997551],"category_scores_gemma":[0.0006848873,0.0002611308,0.0002912603,0.000502858,0.000398311,0.0003184962,0.0003950685,0.0004522365,0.0004672029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082215,"about_ca_system_score_gemma":0.0006554642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01827372,"about_ca_topic_score_gemma":0.037061,"domain_scores_codex":[0.9992527,0.00004762725,0.00001972003,0.0001307112,0.0004633846,0.00008571458],"domain_scores_gemma":[0.9995459,0.00006177009,0.00004176844,0.00002902891,0.0002912082,0.00003022435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005120324,0.000228846,0.009859227,0.000123027,0.00001449871,0.0002338256,0.0005096102,0.001542749,0.9689432,0.0001066864,0.0004790172,0.01744729],"study_design_scores_gemma":[0.00002645024,0.0008688977,0.03864227,0.00001718021,0.00003169776,0.0002077193,0.0004666508,0.006946178,0.9502146,0.00004412073,0.002506086,0.00002819956],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883208,0.0001226673,0.008074905,0.0000214374,0.0000242417,0.0001015214,0.0005342217,0.0003099539,0.00249018],"genre_scores_gemma":[0.9773272,0.0002520722,0.01716009,0.00007376576,0.00000799696,0.0001167198,0.0006897717,0.0000827047,0.004289596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01827372,"threshold_uncertainty_score":0.03633469,"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."}}