{"id":"W3154977621","doi":"10.1093/heapro/daab031","title":"Operationalizing positive masculinity: a theoretical synthesis and school-based framework to engage boys and young men","year":2021,"lang":"en","type":"review","venue":"Health Promotion International","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Masculinity; Psychosocial; Psychological intervention; Operationalization; Psychology; Conformity; Developmental psychology; Construct (python library); Social psychology; Identity (music); Psychotherapist","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002876641,0.0002259132,0.0006670462,0.0001902682,0.001034755,0.0003509322,0.0001931452,0.0003304441,0.002224952],"category_scores_gemma":[0.003232423,0.0002217636,0.0001234958,0.0002501566,0.0001965175,0.0001585539,0.0001088173,0.000503909,0.00005132038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006286859,"about_ca_system_score_gemma":0.002608363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000235429,"about_ca_topic_score_gemma":0.0001056959,"domain_scores_codex":[0.9964005,0.001513895,0.0005647499,0.0004793003,0.0007181419,0.0003233844],"domain_scores_gemma":[0.9982831,0.0006912583,0.0002139334,0.00009460891,0.000275052,0.0004420087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008451397,0.0001609921,0.001307118,0.001344753,0.0002439672,0.00002885396,0.01304001,2.908686e-7,3.952513e-8,0.6104814,0.001753536,0.3716306],"study_design_scores_gemma":[0.0001961801,0.00007796899,0.0009986432,0.01629495,0.0001447186,0.00002013544,0.001919142,0.00003755641,5.158843e-7,0.003193688,0.9765154,0.0006011745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002081682,0.8839831,0.01266021,0.05289433,0.00261876,0.004319467,0.0004636605,0.0002046951,0.04264756],"genre_scores_gemma":[0.002227546,0.9855486,0.008801583,0.0009242599,0.000760708,0.0004571035,0.0003169969,0.00003385206,0.000929402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9747618,"threshold_uncertainty_score":0.9986871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07496710716924479,"score_gpt":0.4313874279949597,"score_spread":0.3564203208257148,"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."}}