{"id":"W4256583936","doi":"10.2196/preprints.19475","title":"Engaging Youth in the Bipolar Youth Action Project: Community-Based Participatory Research (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Preprint; Participatory action research; Citizen journalism; Action (physics); Action research; Community-based participatory research; Sociology; Political science; Psychology; Computer science; Pedagogy; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04176148,0.0002544816,0.0003854528,0.0008294556,0.00636487,0.005234862,0.001058522,0.0009577716,0.004569342],"category_scores_gemma":[0.02143295,0.0003511623,0.0002459089,0.001843038,0.003927641,0.001372881,0.004502411,0.00131744,0.0007023283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01062686,"about_ca_system_score_gemma":0.06015414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1821497,"about_ca_topic_score_gemma":0.3269252,"domain_scores_codex":[0.9771605,0.0179342,0.0005807164,0.0007435286,0.002091731,0.001489333],"domain_scores_gemma":[0.985372,0.006190791,0.0007093371,0.0007108293,0.003184108,0.003832867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00037668,0.0005049172,0.01055763,0.001456427,0.00001962869,0.0006842098,0.6486503,0.0003185542,0.003983865,0.01935501,0.1047873,0.2093055],"study_design_scores_gemma":[0.0002166459,0.0004940818,0.01604569,0.002054626,0.00003223826,0.0001645454,0.4152658,0.0003923833,0.001919631,0.003631091,0.5597095,0.00007377005],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.600971,0.01059033,0.060879,0.1078049,0.006011606,0.0505867,0.005787042,0.0009228403,0.1564466],"genre_scores_gemma":[0.8339999,0.006589735,0.06516208,0.01238398,0.0005901656,0.02767437,0.001426892,0.0003462544,0.05182659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1821497,"threshold_uncertainty_score":0.362179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8324641658499115,"score_gpt":0.5928387421134731,"score_spread":0.2396254237364384,"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."}}