{"id":"W4255176825","doi":"10.1149/ma2009-02/42/3121","title":"Polybithiophene: A Humidity Sensor","year":2009,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Humidity; Environmental science; Meteorology; Geography","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":[0.00005572713,0.0001818216,0.0001673411,0.00004915551,0.00005933097,0.00002646508,0.0001788675,0.0001640037,0.00001247813],"category_scores_gemma":[0.0003713243,0.000186012,0.00004890419,0.0001476799,0.00003518019,0.00008797742,0.00001648461,0.000366867,0.0001159622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006975082,"about_ca_system_score_gemma":0.00000212385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005137973,"about_ca_topic_score_gemma":8.63084e-7,"domain_scores_codex":[0.9990094,0.000005228671,0.0002467448,0.0001903601,0.0001533332,0.0003948942],"domain_scores_gemma":[0.9994935,0.00008406549,0.00004536445,0.0002738019,0.00002278887,0.00008048912],"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":[0.000002678754,0.0000133594,0.00003659088,0.00001265384,0.000005313683,0.00002613097,0.00002578226,0.1231355,0.8741463,0.000009710684,0.000583315,0.00200271],"study_design_scores_gemma":[0.0001122946,0.00001669744,0.003131314,0.00004125591,0.00000547299,0.00001412423,0.00004217609,0.0005987191,0.990346,0.001824014,0.003640977,0.0002269903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8767579,0.0002269651,0.00001820423,0.0002423124,0.0001394469,0.00006178175,0.000002901806,0.002740559,0.1198099],"genre_scores_gemma":[0.9916822,0.00003353167,0.007953063,0.00006834915,0.0001397756,0.00000231846,0.000002666247,0.00002606384,0.00009202353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1225368,"threshold_uncertainty_score":0.758535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166262442220222,"score_gpt":0.2268418477403251,"score_spread":0.2151792233181228,"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."}}