{"id":"W4416452544","doi":"10.19083/tesis/685058","title":"Colegio Primario y Secundario del distrito de Matahuasi en Junín","year":2025,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Educational Practices and Sociocultural Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Local Development; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002391416,0.000682903,0.0007189967,0.0005591029,0.003727648,0.001194494,0.002475624,0.001324321,0.001031299],"category_scores_gemma":[0.002439775,0.0007458001,0.0005723848,0.002297866,0.0007106166,0.00113526,0.0003223837,0.002044456,0.0002646923],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006641633,"about_ca_system_score_gemma":0.01668513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0726615,"about_ca_topic_score_gemma":0.02444439,"domain_scores_codex":[0.9932149,0.001062104,0.000625648,0.001295517,0.002086452,0.001715369],"domain_scores_gemma":[0.9944531,0.002124831,0.0006014425,0.000683957,0.001197865,0.0009388092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009081555,0.002053549,0.023035,0.00117547,0.0009928626,0.0003201038,0.3306132,0.0002397245,0.003572879,0.5258634,0.07783665,0.03338896],"study_design_scores_gemma":[0.0006281958,0.0001436991,0.05687046,0.0003901627,0.0004003062,0.000008627153,0.2833604,0.0003668162,0.000229263,0.001579101,0.6550733,0.0009496192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7630826,0.0008449435,0.000215102,0.01610393,0.000821179,0.001255365,0.0002448708,0.0001363372,0.2172957],"genre_scores_gemma":[0.7477905,0.005886387,0.0009704698,0.0008510262,0.0009433076,0.00006342598,0.000923707,0.00006002099,0.2425112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5772367,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268476727728999,"score_gpt":0.3615747506932586,"score_spread":0.3388899834159687,"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."}}