{"id":"W3023796857","doi":"10.1590/es.215922","title":"CONTAR PARA COMPRENDER: CIERRE DE ESCUELAS RURALES MUNICIPALES EN CHILE Y SUS IMPLICANCIAS PARA LAS COMUNIDADES","year":2020,"lang":"es","type":"article","venue":"Educação & Sociedade","topic":"Education in Rural Contexts","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Humanities; Geography; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00110024,0.000830088,0.001090234,0.0001098216,0.001897152,0.0008651901,0.002159129,0.0007211625,0.002125029],"category_scores_gemma":[0.0009598471,0.0008936264,0.0006867289,0.001101001,0.001702568,0.0006552301,0.0004198319,0.001535774,0.0009795274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008901402,"about_ca_system_score_gemma":0.002472741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006626412,"about_ca_topic_score_gemma":0.001699874,"domain_scores_codex":[0.9931945,0.001761895,0.001032931,0.001088175,0.001048754,0.001873761],"domain_scores_gemma":[0.9949985,0.001833018,0.000644977,0.0008542525,0.0002837701,0.001385499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001606324,0.001069622,0.1177753,0.0004815142,0.0008528585,0.00002982099,0.6185201,0.0001050184,0.005358635,0.09871992,0.1444118,0.01251474],"study_design_scores_gemma":[0.001296776,0.0003291099,0.1808734,0.0003488674,0.0003636577,0.00001598074,0.345271,0.0002302973,0.00139649,0.003132673,0.4651849,0.001556797],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8393496,0.009390981,0.00003859522,0.1378952,0.001470867,0.001072665,0.0002015873,0.0004298748,0.0101506],"genre_scores_gemma":[0.9841056,0.003023987,0.0008007412,0.004979073,0.003802428,0.0001802209,0.0001245509,0.0001203517,0.002863063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3207731,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07710788353018266,"score_gpt":0.387261957521428,"score_spread":0.3101540739912453,"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."}}