{"id":"W7043706621","doi":"","title":"Thermography NDI Methods for Composite and Metallic Components on CF-18","year":2002,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermography; Composite number; Welding; Metal; Metal matrix composite","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":[0.0004959248,0.000691877,0.0005190319,0.001843759,0.0007289498,0.000507707,0.001051865,0.0004614928,0.02705625],"category_scores_gemma":[0.001097696,0.0004950141,0.0004194653,0.001132353,0.0003956812,0.0007419696,0.0005464335,0.0008184115,0.005041294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009664389,"about_ca_system_score_gemma":0.0006099662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005074261,"about_ca_topic_score_gemma":0.01569225,"domain_scores_codex":[0.9994197,0.00002904241,0.00001755829,0.0001043964,0.0003787307,0.000050643],"domain_scores_gemma":[0.9990264,0.0001983412,0.00007261301,0.0002277188,0.0004508144,0.00002406774],"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":[0.0003463013,0.00007782612,0.00398156,0.0003883747,0.00003279383,0.0001311207,0.0002779652,0.001904528,0.8440893,0.003748481,0.01216264,0.1328592],"study_design_scores_gemma":[0.00002328205,0.00009829585,0.01189924,0.00003847966,0.00004490139,0.0002955643,0.00009596033,0.01608776,0.9282578,0.0004862083,0.0426399,0.00003261488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2382229,0.004021838,0.5880041,0.0006173608,0.0007316283,0.0005294621,0.006243453,0.01065653,0.1509726],"genre_scores_gemma":[0.5275773,0.001796042,0.3292371,0.000137105,0.00008107153,0.0003609674,0.004741559,0.002544217,0.1335246],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9949257,"threshold_uncertainty_score":0.09051216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.144313535587561,"score_gpt":0.3993981646600908,"score_spread":0.2550846290725298,"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."}}