{"id":"W3204021156","doi":"10.26507/ponencia.2025","title":"ESTUDIO DEL COEFICIENTE DE TRANSFERENCIA DE CALOR EN UNA TUBERÍA HORIZONTAL UTILIZANDO UN REFRIGERANTE DE TIPO HIDROCARBURO","year":2021,"lang":"es","type":"article","venue":"","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003576984,0.0003389371,0.0003556691,0.0002632858,0.0001583482,0.0005946686,0.0002268962,0.0002928352,0.001645855],"category_scores_gemma":[0.0007755395,0.000176166,0.00040631,0.0004934676,0.0002546034,0.0003195989,0.0002959534,0.0003741794,0.0003180008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003289896,"about_ca_system_score_gemma":0.0003803032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006771172,"about_ca_topic_score_gemma":0.007558178,"domain_scores_codex":[0.9996762,0.00003298946,0.00001418134,0.00010096,0.0001377844,0.00003786115],"domain_scores_gemma":[0.9994463,0.0001944822,0.0000913952,0.0000406692,0.0001971482,0.00002993935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004896278,0.00008480384,0.01313964,0.0002545849,0.00005666009,0.00007962764,0.0001433477,0.0004400472,0.972486,0.00006591642,0.0000601639,0.01269955],"study_design_scores_gemma":[0.00001735662,0.002391222,0.1936096,0.00004221987,0.0001547568,0.0001920096,0.0004235851,0.003269323,0.7959439,0.00005686574,0.003868429,0.00003090513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964652,0.0007008804,0.001714272,0.00001688491,0.00001194946,0.00003858741,0.0002044572,0.00002547652,0.0008221268],"genre_scores_gemma":[0.9939501,0.0008911134,0.002169663,0.0000314094,0.000006152344,0.00004546045,0.0003701321,0.00003625212,0.002499724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006771172,"threshold_uncertainty_score":0.01346356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007449218819519871,"score_gpt":0.2351311525442498,"score_spread":0.2276819337247299,"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."}}