{"id":"W4411248269","doi":"10.1186/s40900-025-00737-9","title":"Engaging youth to promote their well-being: methods and findings from a knowledge mobilization project in Nova Scotia, Canada","year":2025,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Nova scotia; Mobilization; Nova (rocket); Political science; Engineering; Geology; Oceanography; Aeronautics","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":[0.008061392,0.000111972,0.000148916,0.0003483833,0.0007864528,0.0002057802,0.0001471682,0.00004656311,0.00006211704],"category_scores_gemma":[0.0003416951,0.00009293448,0.00001482942,0.0008312094,0.00009885421,0.0001251054,0.0002293446,0.0003061379,0.000002374913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004422915,"about_ca_system_score_gemma":0.0006635373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7665331,"about_ca_topic_score_gemma":0.9218393,"domain_scores_codex":[0.997062,0.00149217,0.000234395,0.0003755764,0.0003762275,0.000459693],"domain_scores_gemma":[0.9991673,0.0004333947,0.00002234007,0.0001404425,0.0001172822,0.0001192219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009074223,0.0003667108,0.1556801,0.0002418281,0.0001369914,0.0000052371,0.7192557,0.00005869271,0.002359926,0.02750232,0.005963505,0.08833822],"study_design_scores_gemma":[0.003617751,0.000454864,0.108925,0.002252654,0.0001006863,8.567028e-8,0.3998818,0.00854382,0.03295712,0.02133364,0.4208209,0.001111686],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985636,0.0003032213,0.0007956154,0.001562547,0.0001685132,0.001459004,0.000006692188,0.00001872515,0.0100497],"genre_scores_gemma":[0.997683,0.0001528518,0.001106152,0.0001163846,0.00006692801,0.00005910788,0.00002841434,0.000007196968,0.0007799563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4148574,"threshold_uncertainty_score":0.6048838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.181384039407289,"score_gpt":0.4629996017677739,"score_spread":0.2816155623604849,"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."}}