{"id":"W7083477829","doi":"10.26507/paper.4338","title":"Determinación del coeficiente de transferencia de masa en un modelo físico de un reactor metalúrgico: una experiencia en el laboratorio","year":2025,"lang":"es","type":"article","venue":"Encuentro Internacional de Educación en Ingeniería","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Nacional Autónoma de México; University of British Columbia","keywords":"Context (archaeology); Work (physics); Scope (computer science); Point (geometry)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0009001456,0.000705338,0.0005986434,0.0005356529,0.0003358105,0.0007913276,0.0005278894,0.0009752203,0.001512147],"category_scores_gemma":[0.002017215,0.0003458805,0.0007467015,0.0006086592,0.0003897758,0.0006973875,0.0004349838,0.0008340632,0.0002821782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009866726,"about_ca_system_score_gemma":0.0008532807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01496111,"about_ca_topic_score_gemma":0.007237172,"domain_scores_codex":[0.9996777,0.00005389225,0.00001254251,0.00009332309,0.000125323,0.00003722293],"domain_scores_gemma":[0.9992419,0.000435101,0.00005734536,0.00006586307,0.0001776379,0.00002223723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000571343,0.0002306736,0.01094907,0.0003439774,0.00008636625,0.0001598381,0.000135201,0.7695139,0.1849253,0.001689484,0.0004022199,0.03099267],"study_design_scores_gemma":[0.00003470836,0.0002600108,0.003248505,0.00001494207,0.00004604021,0.00003248992,0.00004773064,0.8865873,0.1079586,0.0006224504,0.001114432,0.00003268572],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8679916,0.001038692,0.1261795,0.0002516868,0.00006083401,0.00007920634,0.0003847604,0.0006110793,0.003402644],"genre_scores_gemma":[0.9876397,0.0002954791,0.01037754,0.00001798689,0.000003728301,0.00004282166,0.0001513612,0.00005197759,0.001419345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01496111,"threshold_uncertainty_score":0.02974802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006436761486165419,"score_gpt":0.2728098801638503,"score_spread":0.2663731186776849,"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."}}