{"id":"W2625981531","doi":"","title":"ปจจยทมผลตอการเลอกใชงานสารทดแทนสารเฮลอน 1301 สำหรบระบบดบเพลงแบบยดตดกบท","year":2014,"lang":"th","type":"article","venue":"","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mist; Environmental science; Waste management; Montreal Protocol; Ozone; Ozone layer; Particulates; Environmental engineering; Engineering; Meteorology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006667446,0.0005047864,0.000619928,0.0002122389,0.00118485,0.000665808,0.0004269232,0.0001711877,0.01981782],"category_scores_gemma":[0.0001563726,0.0004293419,0.0003339892,0.0001192585,0.0005184894,0.0003103236,0.000270335,0.0003358102,0.00191379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006890034,"about_ca_system_score_gemma":0.00005908269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355026,"about_ca_topic_score_gemma":0.001713454,"domain_scores_codex":[0.9974061,0.0001724259,0.0007515085,0.0005841264,0.0004214948,0.0006643391],"domain_scores_gemma":[0.9982014,0.0002896524,0.0002397641,0.0007064033,0.0003840654,0.0001787104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002103254,0.0001163761,0.0006674316,0.00009046082,0.0001028273,0.000002291315,0.003367695,8.180131e-7,0.00001888944,0.7872633,0.1836232,0.02472575],"study_design_scores_gemma":[0.0004503232,0.0003310933,0.001098315,0.00009456497,0.00009973379,0.000003952926,0.001880693,0.001138593,0.000187578,0.0149252,0.979169,0.0006209539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01154462,0.00114193,0.003616262,0.01103878,0.001658662,0.0004958266,0.00005492627,0.0008790371,0.9695699],"genre_scores_gemma":[0.7195006,0.0007169277,0.0006682269,0.004461988,0.001879915,0.00005408499,0.00002355259,0.0000657381,0.2726289],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7955458,"threshold_uncertainty_score":0.9998158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795487283746016,"score_gpt":0.2142406262715724,"score_spread":0.1862857534341122,"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."}}