{"id":"W2587778147","doi":"","title":"Methodologies in Measuring Meaningful Youth Engagement: An Environmental Scan","year":2016,"lang":"en","type":"article","venue":"","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Empowerment; Youth engagement; Youth empowerment; Positive Youth Development; Psychology; Applied psychology; Public relations; Political science; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.111493,0.001301744,0.001579889,0.01076646,0.002631712,0.005133439,0.002472175,0.00167124,0.003055049],"category_scores_gemma":[0.189271,0.001250672,0.001783886,0.01336609,0.004834338,0.006082352,0.006844332,0.002147552,0.0007150219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003277081,"about_ca_system_score_gemma":0.006758228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003963981,"about_ca_topic_score_gemma":0.007266557,"domain_scores_codex":[0.7690709,0.1715191,0.01982167,0.008252755,0.03007502,0.001260671],"domain_scores_gemma":[0.7336751,0.1880573,0.02464729,0.02136612,0.03153865,0.0007155876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003234272,0.0007098168,0.2327108,0.01300596,0.001040419,0.0005505934,0.03563498,0.001900196,0.002720004,0.04997757,0.004160319,0.657266],"study_design_scores_gemma":[0.0002142313,0.004440785,0.3239064,0.04026582,0.002063495,0.003795428,0.1217077,0.009880027,0.01921415,0.1579884,0.3159903,0.0005332445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1670013,0.03011679,0.6989378,0.005230582,0.0004039156,0.01211062,0.004885807,0.0004374002,0.08087576],"genre_scores_gemma":[0.3778042,0.01523062,0.5619165,0.002278466,0.0001110716,0.03736078,0.002026458,0.0002995682,0.002972413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.111493,"threshold_uncertainty_score":0.5896382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2541237619453073,"score_gpt":0.3544362149583755,"score_spread":0.1003124530130682,"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."}}