{"id":"W4411223834","doi":"10.1002/ajcp.12821","title":"Engaging and strengthening youth through international community‐based research: Implementation and evaluation of an International Youth Advisory Board","year":2025,"lang":"en","type":"article","venue":"American Journal of Community Psychology","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Health psychology; Public health; Positive Youth Development; Advisory committee; Political science; Psychology; Public relations; Medical education; Public administration; Medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01477408,0.00008475238,0.0002236623,0.0004103,0.001000524,0.00006555521,0.0006343679,0.00005344771,0.00006625081],"category_scores_gemma":[0.0005425596,0.00009047399,0.00004124733,0.0003473563,0.001221543,0.0004630066,0.0001251709,0.001035559,2.067085e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388822,"about_ca_system_score_gemma":0.000336119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007757148,"about_ca_topic_score_gemma":0.001598072,"domain_scores_codex":[0.9898064,0.008829871,0.0004712463,0.00007269783,0.0006364767,0.0001833159],"domain_scores_gemma":[0.9975247,0.0007077028,0.000473943,0.0001813969,0.001041916,0.00007035522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001570216,0.0001944493,0.1173441,0.000003700766,0.0001349566,4.543884e-7,0.5337759,0.000006400061,0.00007558947,0.001252775,0.00004129873,0.3470134],"study_design_scores_gemma":[0.001621254,0.0003563267,0.1837248,0.00006212814,0.00007578891,0.00000167213,0.8076317,0.00003299551,0.00003495554,0.004909911,0.001457567,0.00009086979],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815715,0.0000384437,0.0004576881,0.002245039,0.0004113013,0.0001178379,0.00001770659,0.000008906044,0.01513156],"genre_scores_gemma":[0.9974781,0.0001921045,0.001598301,0.0005836595,0.00006670046,0.000002781739,0.00006180824,0.000006054689,0.00001053389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3469226,"threshold_uncertainty_score":0.9988503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3588713958674477,"score_gpt":0.549012998010213,"score_spread":0.1901416021427653,"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."}}