{"id":"W4382458832","doi":"10.31290/majory.v1i2.2201","title":"","year":2019,"lang":"","type":"article","venue":"MALANG JOURNAL OF MIDWIFERY (MAJORY)","topic":"Adolescent Health and Behaviors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Reproductive health; Psychology; Test (biology); Population; Data collection; Adolescent health; Simple random sample; Health education; Nonprobability sampling; Developmental psychology; Medicine; Environmental health; Public health; Nursing","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01177126,0.001658715,0.004238044,0.002075511,0.001959927,0.0001506808,0.002639098,0.002425986,0.005648492],"category_scores_gemma":[0.001265832,0.001437857,0.00189426,0.001619365,0.0004069861,0.002339453,0.0007939594,0.01265822,0.002111272],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831878,"about_ca_system_score_gemma":0.006688588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003202459,"about_ca_topic_score_gemma":0.0001042739,"domain_scores_codex":[0.9743469,0.00616265,0.009909348,0.001216981,0.003416349,0.004947709],"domain_scores_gemma":[0.9774906,0.002659113,0.01059286,0.001909758,0.003023644,0.004324039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007406108,0.002389821,0.9450827,0.006199424,0.0003332777,0.001413772,0.01005356,0.0001798658,0.00616827,0.0001978764,0.01512502,0.005450299],"study_design_scores_gemma":[0.02110765,0.006392769,0.8871968,0.01999694,0.001244113,0.000984144,0.03551579,0.0001569535,0.0007242942,0.0002606655,0.02465698,0.001762918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943766,0.01010321,0.0003429386,0.01646053,0.02521827,0.003444007,0.0000867514,0.00008172214,0.0004965575],"genre_scores_gemma":[0.9704049,0.003107246,0.001043475,0.0108998,0.005747859,0.00001670621,0.0000150278,0.0002961901,0.008468841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05788593,"threshold_uncertainty_score":0.999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688211930239634,"score_gpt":0.3703208718587524,"score_spread":0.3234387525563561,"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."}}