{"id":"W3130132834","doi":"10.7202/1075112ar","title":"BUILDING TOGETHER","year":2021,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Citizen journalism; Sociology; Process (computing); Community-based participatory research; Collective action; Political science; Reflection (computer programming); Human immunodeficiency virus (HIV); Action research; Public relations; Medicine; Politics; Pedagogy; Computer science; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004867572,0.001259692,0.0006539215,0.001808613,0.01674366,0.01035902,0.002732279,0.002662653,0.1897428],"category_scores_gemma":[0.007932607,0.0005198137,0.0007766918,0.001857912,0.005469671,0.00619717,0.01846236,0.004824645,0.07114844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008728572,"about_ca_system_score_gemma":0.018573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08405429,"about_ca_topic_score_gemma":0.1749982,"domain_scores_codex":[0.993573,0.001887871,0.0001711163,0.001042412,0.001720809,0.001604725],"domain_scores_gemma":[0.9927635,0.0004267398,0.0002526358,0.0009736173,0.002381268,0.003202249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007526261,0.00007832943,0.003248884,0.0003035743,0.00005283855,0.000989299,0.04387693,0.0002345937,0.001099615,0.1516544,0.5650927,0.2332935],"study_design_scores_gemma":[0.000001957414,0.000008397991,0.0004261903,0.00008175902,0.00000493991,0.00008537024,0.003993195,0.00002201929,0.00005398213,0.004082448,0.9912317,0.000007955792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00638748,0.003020927,0.01806896,0.04810794,0.005607094,0.0004436488,0.0005224505,0.0008819902,0.9169595],"genre_scores_gemma":[0.07264243,0.002065541,0.0113145,0.01844655,0.0006386843,0.0002664538,0.0008978247,0.0006268572,0.8931012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1897428,"threshold_uncertainty_score":0.634753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2584421842588882,"score_gpt":0.4636138089246083,"score_spread":0.2051716246657201,"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."}}