{"id":"W4386608654","doi":"10.17533/rcm/udea.rcm.n20a05","title":"ARTÍCULO INDUSTRIAL: PROYECCIÓN EN FRÍO A BAJA PRESIÓN DE RECUBRIMIENTOS CUMPUESTOS DE CARBURO DE TUNGSTENO","year":2022,"lang":"es","type":"article","venue":"Revista Colombiana de Materiales","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CenterLine (Canada)","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002627787,0.0008563916,0.001104166,0.0003735716,0.0006374949,0.001384781,0.00119863,0.000747022,0.0009182494],"category_scores_gemma":[0.001109886,0.001062556,0.0003129185,0.000719013,0.000145149,0.0002026082,0.0006165135,0.001432931,0.00006393568],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004544922,"about_ca_system_score_gemma":0.001615979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193795,"about_ca_topic_score_gemma":0.00004104551,"domain_scores_codex":[0.9929923,0.002425958,0.001119693,0.0009109273,0.0006635225,0.001887537],"domain_scores_gemma":[0.9974453,0.0003484416,0.0003844509,0.001087463,0.0001069034,0.0006274236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003070473,0.0003680894,0.03725815,0.001907632,0.0003129138,0.001163218,0.006475895,0.00830866,0.9246443,0.003087093,0.01549987,0.0006671128],"study_design_scores_gemma":[0.004679381,0.001622675,0.05362359,0.003441557,0.002495453,0.001721712,0.001596877,0.002820399,0.1876236,0.0002236849,0.7356672,0.004483864],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931739,0.001357893,0.0001075266,0.0004486858,0.001288209,0.00182194,0.0007201271,0.000820937,0.0002607602],"genre_scores_gemma":[0.9939957,0.0003241342,0.001983645,0.0001556523,0.001120297,0.001014224,0.0001891817,0.0004012857,0.0008159061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7370207,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562964457819841,"score_gpt":0.2461397365769833,"score_spread":0.2305100919987849,"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."}}