{"id":"W3198963316","doi":"","title":"Congreso Latinoamericano de Educación Superior en el Siglo XXI","year":2004,"lang":"es","type":"article","venue":"CIC-Digital (Comisión de Investigaciones Científicas de la Provincia de Buenos Aires)","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.001868412,0.0004712479,0.0002937829,0.001054256,0.002030946,0.00266932,0.0004103436,0.001003869,0.03629033],"category_scores_gemma":[0.002337393,0.0001301726,0.0002026878,0.001528373,0.0007844383,0.001051482,0.002004045,0.001428987,0.004163517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004096115,"about_ca_system_score_gemma":0.005007787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07122275,"about_ca_topic_score_gemma":0.1165272,"domain_scores_codex":[0.9993506,0.000195337,0.00002789701,0.00007356909,0.0001881816,0.0001643183],"domain_scores_gemma":[0.9985967,0.0001689136,0.0001202806,0.00007741986,0.0006905459,0.0003461681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002547127,0.0002117434,0.01949447,0.000690959,0.00004103479,0.0003901859,0.01284403,0.0002273405,0.001684405,0.05822247,0.6239606,0.2819782],"study_design_scores_gemma":[0.000005203629,0.00001958422,0.007650365,0.0001483427,0.000004640636,0.00003678793,0.001824656,0.00002060039,0.0001097991,0.000317555,0.9898586,0.000003978009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08295932,0.1166865,0.001892142,0.1333607,0.01730693,0.000282755,0.00327094,0.0003506006,0.6438901],"genre_scores_gemma":[0.1880647,0.04441319,0.002013459,0.006958371,0.002166881,0.0003123865,0.001578326,0.000168371,0.7543243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07122275,"threshold_uncertainty_score":0.1416164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343390051306989,"score_gpt":0.3327103167036605,"score_spread":0.3192764161905907,"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."}}