{"id":"W7038465339","doi":"","title":"Investigation of a Low Cost Infrared Diagnostic System for Gas Turbines","year":2001,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gas turbines; Infrared; Thermography; Turbine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001427289,0.0004384602,0.0004466542,0.0006732329,0.001293136,0.0009403241,0.001296764,0.001559678,0.004868984],"category_scores_gemma":[0.002644476,0.0003183621,0.000521429,0.0003648931,0.0005693809,0.001275719,0.0004862007,0.0006281359,0.0008782797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034293,"about_ca_system_score_gemma":0.001571468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156564,"about_ca_topic_score_gemma":0.002624289,"domain_scores_codex":[0.9986779,0.0001949414,0.00004423271,0.0001480927,0.0008271891,0.0001075333],"domain_scores_gemma":[0.9980259,0.0006178365,0.0001849391,0.0001760177,0.0008654826,0.0001298041],"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":[0.003006252,0.000749874,0.0246286,0.0008485775,0.00008640373,0.001163951,0.0005097511,0.001453283,0.9033179,0.001344485,0.005112409,0.05777864],"study_design_scores_gemma":[0.0004629793,0.009386542,0.05362992,0.00009199846,0.0003878704,0.002570721,0.000681747,0.01319659,0.8902694,0.0003842828,0.02887054,0.00006739204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352911,0.001097945,0.04971152,0.00137216,0.0003073555,0.001197152,0.0004086369,0.001117434,0.009496627],"genre_scores_gemma":[0.9282921,0.0004043069,0.05414324,0.0006819713,0.00009073001,0.0002226307,0.0006441451,0.0001335527,0.01538731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004868984,"threshold_uncertainty_score":0.0162884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04889551689013272,"score_gpt":0.2835641926901711,"score_spread":0.2346686758000384,"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."}}