{"id":"W4406810393","doi":"10.24908/ijesjp.v11i1.18819","title":"Eventos que transforman la visión de la ingeniería","year":2024,"lang":"es","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Educational Research and Science Teaching","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006473406,0.00112785,0.0006353226,0.003334311,0.01606875,0.0248019,0.001780518,0.003650016,0.0157913],"category_scores_gemma":[0.008775931,0.0004658774,0.0005222358,0.002115529,0.02311509,0.009838372,0.01126105,0.006290772,0.00177427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02066061,"about_ca_system_score_gemma":0.02405829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09782559,"about_ca_topic_score_gemma":0.1553214,"domain_scores_codex":[0.9907714,0.004501359,0.0003211676,0.001255797,0.001749198,0.001401051],"domain_scores_gemma":[0.9922362,0.001753135,0.0008276846,0.0008759722,0.001780546,0.002526509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000110116,0.00007704788,0.006204424,0.000961493,0.00003604727,0.0009596627,0.2202641,0.0006350337,0.001549506,0.6524543,0.0375426,0.07920563],"study_design_scores_gemma":[0.0000107928,0.00003482708,0.005048559,0.0008828799,0.00002478146,0.0001904346,0.1195706,0.0003103776,0.0003653392,0.04477559,0.8287103,0.0000755661],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0763059,0.01505388,0.02584302,0.07639775,0.002950608,0.0003022444,0.0004717776,0.0005276201,0.8021472],"genre_scores_gemma":[0.9024233,0.00657289,0.01081116,0.004732755,0.0005006825,0.0002141783,0.0002790586,0.0002918218,0.07417414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9839312,"threshold_uncertainty_score":0.1945124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270164603239364,"score_gpt":0.333438466867564,"score_spread":0.3207368208351704,"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."}}