{"id":"W4382864824","doi":"10.21149/14424","title":"Viabilidad de una escala de experiencias de inseguridad del agua en hogares mexicanos","year":2023,"lang":"es","type":"article","venue":"Salud Pública de México","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Internal consistency; Geography; Political science; Psychology; Art; Psychometrics","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"],"consensus_categories":[],"category_scores_codex":[0.001301357,0.0006654568,0.0006907029,0.0007830167,0.0005865952,0.0007572051,0.001132313,0.0008377738,0.000495571],"category_scores_gemma":[0.001045451,0.0007283512,0.0004774572,0.001593479,0.0003454206,0.000380098,0.0003783497,0.000993691,0.0005017548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126096,"about_ca_system_score_gemma":0.0005647133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009789759,"about_ca_topic_score_gemma":0.0001273841,"domain_scores_codex":[0.9943258,0.001098408,0.0008007161,0.0009688972,0.0006804599,0.002125778],"domain_scores_gemma":[0.9969093,0.0007997401,0.0002187746,0.0009676011,0.0001776195,0.0009269718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001133245,0.001706193,0.7494563,0.0009131095,0.000298217,0.0005944201,0.06159025,0.0002761941,0.1061057,0.001993022,0.05677964,0.01915364],"study_design_scores_gemma":[0.003372596,0.0004288281,0.6361903,0.001087284,0.0002245091,0.0002539585,0.003674279,0.004830069,0.270085,0.007016849,0.07149083,0.001345451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804814,0.0008725286,0.0009359607,0.01242129,0.0006311925,0.0007315317,0.0001821587,0.001078011,0.002665898],"genre_scores_gemma":[0.9907481,0.0005199789,0.001155499,0.004552269,0.001750264,0.0002543027,0.0001324563,0.0002013196,0.0006858017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1639793,"threshold_uncertainty_score":0.9995168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151436975805258,"score_gpt":0.3058218674401777,"score_spread":0.2906781698596519,"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."}}