{"id":"W2977964812","doi":"10.2524/jtappij.73.608","title":"AIR LEAK VIEWER&lt;sup&gt;® &lt;/sup&gt; MK-750―Visualizing Gas Leaking Location","year":2019,"lang":"en","type":"article","venue":"JAPAN TAPPI JOURNAL","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advantech AMT (Canada)","funders":"","keywords":"Gas leak; Leak; Chemistry; Environmental science; Physics; Radiochemistry; Environmental engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009373781,0.0003572236,0.0004207725,0.0001193037,0.000743794,0.0001666091,0.0004995709,0.0001328729,0.002615093],"category_scores_gemma":[0.0001212554,0.0003027904,0.0002140269,0.0004690008,0.0001852659,0.0007869713,0.0003268619,0.0005564131,0.004153514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003688487,"about_ca_system_score_gemma":0.0000408463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000370248,"about_ca_topic_score_gemma":0.00007648877,"domain_scores_codex":[0.9970958,0.0001519775,0.0006087216,0.0004915805,0.0008757639,0.0007761536],"domain_scores_gemma":[0.9988818,0.00008799366,0.0003721546,0.0003438118,0.00005595562,0.0002583501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002047841,0.0009599075,0.3826938,0.0002928784,0.000495916,0.0001343253,0.02306699,0.05510573,0.1567933,0.001729348,0.1606867,0.2178364],"study_design_scores_gemma":[0.002788938,0.0006673121,0.2034034,0.0009342332,0.0001658427,0.0008012552,0.005297228,0.01592617,0.003625476,0.001475579,0.7631698,0.001744766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711103,0.0007609014,0.0009095882,0.001753091,0.000721067,0.0002664303,0.000003645527,0.00008578164,0.02438913],"genre_scores_gemma":[0.9931423,0.0002457285,0.0007616598,0.0009293916,0.0008999723,0.000009027672,0.000005094386,0.00004757091,0.003959267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6024831,"threshold_uncertainty_score":0.9999424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178756885745656,"score_gpt":0.2368678070084204,"score_spread":0.2250802381509638,"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."}}