{"id":"W4389991761","doi":"10.1186/s12978-023-01725-6","title":"How can civil society organizations contribute to the scale-up of comprehensive sexuality education? Presentation of a scaling framework illustrated with examples from Indonesia","year":2023,"lang":"en","type":"letter","venue":"Reproductive Health","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada","keywords":"Civil society; Mindset; Scale (ratio); Government (linguistics); Public relations; Psychological intervention; Human sexuality; Politics; Sociology; Political science; Medicine; Computer science; Gender studies; Nursing; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03077071,0.001354375,0.000694697,0.001822015,0.01305459,0.01458875,0.002450058,0.006352972,0.003786299],"category_scores_gemma":[0.02476259,0.0005360157,0.001022584,0.00184403,0.01967226,0.01244436,0.01205481,0.00991696,0.0008395672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01352016,"about_ca_system_score_gemma":0.02176566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014978,"about_ca_topic_score_gemma":0.0145524,"domain_scores_codex":[0.9654188,0.02806144,0.0008805461,0.001038287,0.002353108,0.002247915],"domain_scores_gemma":[0.9856733,0.00859239,0.001126345,0.0008751088,0.002093014,0.001639782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000631743,0.0003624366,0.003476854,0.002202314,0.00002876009,0.003117873,0.2528924,0.0009957692,0.001222227,0.5712366,0.02650752,0.1378941],"study_design_scores_gemma":[0.00004824784,0.0002560767,0.004255391,0.006409047,0.00004389786,0.001282307,0.2855114,0.002260739,0.001116791,0.1989644,0.4997237,0.0001279988],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05498159,0.01738528,0.05410053,0.5582192,0.003678683,0.003118514,0.00009001801,0.0002324263,0.3081937],"genre_scores_gemma":[0.8194156,0.01264649,0.09769508,0.04820861,0.0005470754,0.004293589,0.00008043516,0.0001785073,0.01693456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03077071,"threshold_uncertainty_score":0.162733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09592383231683992,"score_gpt":0.4101874261509655,"score_spread":0.3142635938341256,"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."}}