{"id":"W4252409250","doi":"10.31219/osf.io/7gwb6","title":"Pemberdayaan Masyarakat Berbasis Bina Desa","year":2019,"lang":"id","type":"preprint","venue":"","topic":"Public Health and Nutrition","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Engineering; Humanities; 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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001371694,0.0007855997,0.001481339,0.0005854354,0.0001772264,0.0001223512,0.0004873561,0.001461346,0.007566432],"category_scores_gemma":[0.0004960492,0.0007140593,0.0005485073,0.0004551208,0.0001343756,0.000188536,0.0005670606,0.002014241,0.01458409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007836245,"about_ca_system_score_gemma":0.00212111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332752,"about_ca_topic_score_gemma":0.00006695557,"domain_scores_codex":[0.9946344,0.0003152304,0.001235723,0.001379093,0.000959171,0.001476398],"domain_scores_gemma":[0.9954765,0.0003259362,0.0004269716,0.001785421,0.0005038457,0.001481317],"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":[0.002411361,0.004367568,0.1697595,0.03847921,0.001160777,0.0004717151,0.001220235,0.00002939501,0.001561967,0.006968433,0.6602534,0.1133165],"study_design_scores_gemma":[0.005498207,0.001019278,0.0740943,0.002755854,0.0005030702,0.0001668934,0.0004169657,0.00144906,0.001472818,0.0005604221,0.9110236,0.001039517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2721181,0.005792306,0.001763934,0.04421891,0.009165459,0.005377261,0.0002012537,0.0005947249,0.6607681],"genre_scores_gemma":[0.662191,0.01020379,0.003957729,0.007179071,0.003797409,0.00030177,0.002023258,0.0001971071,0.3101488],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.390073,"threshold_uncertainty_score":0.999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085398765264899,"score_gpt":0.3151637600447237,"score_spread":0.2843097723920747,"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."}}