{"id":"W2145526158","doi":"10.1109/tim.2007.894882","title":"Transient Humidity Measurements: Part II—Determination of the Characteristics of an Interactive Device","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Transient (computer programming); Humidity; Moisture; Transmitter; Isothermal process; Desiccant; Materials science; Transient response; Temperature measurement; Environmental science; Mechanics; Thermodynamics; Electrical engineering; Computer science; Composite material; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005705018,0.0001472412,0.0001625723,0.000126073,0.0001407138,0.00001187168,0.00007600302,0.000064197,0.00004867101],"category_scores_gemma":[0.000005747173,0.0001309217,0.00006629158,0.0001911256,0.00005108972,0.0002491159,5.969026e-7,0.0001284918,8.833525e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000175006,"about_ca_system_score_gemma":0.00002959457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002207003,"about_ca_topic_score_gemma":0.0004876311,"domain_scores_codex":[0.9985981,0.00006223386,0.0004992739,0.0001437606,0.0005549831,0.0001416576],"domain_scores_gemma":[0.9994277,0.00001853707,0.00006539812,0.0001646969,0.0002515658,0.00007206645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00037112,0.001062665,0.0004219576,0.0004563439,0.0002091824,3.865077e-7,0.008843249,0.01154145,0.4182165,0.00003420093,0.00002236788,0.5588206],"study_design_scores_gemma":[0.001043057,0.0002043924,0.01095094,0.0001854032,0.0001300005,0.000002876628,0.0004020309,0.002914522,0.9836027,0.000009088873,0.000391209,0.0001637687],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4947025,0.000006658386,0.5040318,0.00002444794,0.0006123371,0.0002951184,0.00003113097,0.00003214558,0.0002638413],"genre_scores_gemma":[0.9982077,0.00005950758,0.001617812,0.00004024843,0.00001786953,0.0000221886,0.000009554789,0.00001640837,0.000008671765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5653862,"threshold_uncertainty_score":0.5338831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05458195178057176,"score_gpt":0.2716930882477187,"score_spread":0.2171111364671469,"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."}}