{"id":"W2897868098","doi":"10.1007/978-3-319-92177-8_7","title":"Kids in Action: Participatory Health Research with Children","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"Tokenism; Reflexivity; Competence (human resources); Agency (philosophy); Citizen journalism; Participatory action research; Public relations; Action (physics); Flexibility (engineering); Context (archaeology); Political science; Psychology; Engineering ethics; Sociology; Social psychology; Engineering; Social science; Management","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002402342,0.0001589805,0.0002616156,0.0002527598,0.0006941332,0.00009413514,0.000201645,0.0002561124,0.008462933],"category_scores_gemma":[0.0000291314,0.0001165006,0.00004409672,0.0001295253,0.000837791,0.0001471024,0.00003724299,0.0005033853,0.0006113738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003891214,"about_ca_system_score_gemma":0.001239595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01208042,"about_ca_topic_score_gemma":0.231032,"domain_scores_codex":[0.9975256,0.000266759,0.0002952987,0.0003942454,0.0009375709,0.000580478],"domain_scores_gemma":[0.999022,0.0001088719,0.0001178737,0.0002873735,0.0001948031,0.0002690971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007076485,0.00007127904,0.006394879,0.00001720939,0.00005355509,0.000005050179,0.02052411,0.000002697908,2.145893e-7,0.9170758,0.04713432,0.008650144],"study_design_scores_gemma":[0.0004411654,0.0005202879,0.01954278,0.0003041618,0.00001607153,0.000001731922,0.0005800955,0.000006281839,0.000008784248,0.03628172,0.9418744,0.000422501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01990775,0.0001307394,0.00001992239,0.0035846,0.0001847286,0.0008293053,0.00001136751,0.00008308048,0.9752485],"genre_scores_gemma":[0.1848338,0.0004038883,0.00008557388,0.0003414694,0.001678978,0.00003257074,0.00004423536,0.0000390079,0.8125405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8947401,"threshold_uncertainty_score":0.9944983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4352748660116702,"score_gpt":0.4829960794270737,"score_spread":0.04772121341540347,"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."}}