{"id":"W2143907385","doi":"10.25100/iyc.v9i1.2493","title":"Nuevo contraste térmico para el ensayo termográfico no destructivo de materiales","year":2011,"lang":"es","type":"article","venue":"Ingeniería y Competitividad","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Physics; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001160062,0.0005287462,0.0004170849,0.001162016,0.0003768507,0.001285185,0.0006193391,0.0007398387,0.002196021],"category_scores_gemma":[0.002131588,0.0003985414,0.0002989279,0.0008864762,0.0008103753,0.001089764,0.0007887344,0.0007000327,0.0004895098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006492,"about_ca_system_score_gemma":0.00060773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002092073,"about_ca_topic_score_gemma":0.006375273,"domain_scores_codex":[0.9990442,0.0001091381,0.00004366082,0.0002022957,0.0005605404,0.00003998915],"domain_scores_gemma":[0.9985276,0.0004092166,0.0002992817,0.0001650708,0.0005432097,0.00005567228],"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":[0.0002723024,0.00004498964,0.01061634,0.001095197,0.00003383396,0.000218583,0.000517814,0.002817678,0.8940889,0.002718754,0.0008051547,0.08677042],"study_design_scores_gemma":[0.00003105511,0.0005871041,0.04629169,0.000281043,0.0001657382,0.001223226,0.0008208453,0.02003352,0.8755209,0.002001645,0.05287945,0.0001637431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5147538,0.01608463,0.446896,0.0006183029,0.0004708542,0.0002970353,0.0007739869,0.0008825819,0.01922293],"genre_scores_gemma":[0.8201821,0.00352622,0.1631525,0.0002148726,0.00006494575,0.0002489933,0.0003246971,0.0002246659,0.01206098],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002196021,"threshold_uncertainty_score":0.007346392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816865222923015,"score_gpt":0.2273349538981472,"score_spread":0.2091663016689171,"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."}}