{"id":"W4406810609","doi":"10.24908/ijesjp.v11i1.18826","title":"Contracorrientes para el Buen Vivir","year":2024,"lang":"es","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.003325352,0.0005805856,0.0005942038,0.00105015,0.005355025,0.008527531,0.001300423,0.004211484,0.007764907],"category_scores_gemma":[0.008249234,0.0002634954,0.0004296463,0.0008463435,0.01112263,0.006537747,0.003115382,0.007072527,0.001507525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295884,"about_ca_system_score_gemma":0.004291194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004025784,"about_ca_topic_score_gemma":0.009138283,"domain_scores_codex":[0.995163,0.002284348,0.0001772678,0.0005520055,0.001442494,0.0003809991],"domain_scores_gemma":[0.9947582,0.003099645,0.0003554867,0.0003215641,0.001123944,0.0003411276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003903073,0.00002331358,0.0003353043,0.0005914407,0.00001652664,0.0003172969,0.01648483,0.0001599744,0.0004576152,0.6550328,0.28812,0.03842186],"study_design_scores_gemma":[0.000003508103,0.00001762633,0.0003168823,0.0005288029,0.00001363095,0.0001393297,0.004751327,0.00008539604,0.0002289444,0.034393,0.9595058,0.00001584593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01416198,0.1396951,0.007305772,0.3585199,0.0978341,0.00006325194,0.00007623465,0.0002242175,0.3821195],"genre_scores_gemma":[0.4222323,0.1159831,0.003211855,0.09594943,0.08068747,0.0001578451,0.0001344761,0.0005507364,0.2810928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.994645,"threshold_uncertainty_score":0.02597618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523595591761808,"score_gpt":0.3658147208876791,"score_spread":0.3505787649700611,"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."}}