{"id":"W2898920589","doi":"10.1080/14427591.2018.1538898","title":"Contributing to social transformation through occupation: Experiences from a think tank","year":2018,"lang":"en","type":"article","venue":"Journal of Occupational Science","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Flourishing; Occupational science; Premise; Action (physics); Context (archaeology); Sociology; Collective action; Environmental ethics; Social transformation; Public relations; Vitality; Gender studies; Social change; Social psychology; Political science; Psychology; Epistemology; Occupational therapy; Politics; Law; Geography","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004223649,0.0001176491,0.0002175921,0.0002488235,0.003577067,0.00008317365,0.0005796826,0.0001020467,0.001516],"category_scores_gemma":[0.001683637,0.00008723302,0.0000992156,0.001220157,0.0003823396,0.002604476,0.00008759126,0.0004512989,0.0002629636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003432863,"about_ca_system_score_gemma":0.002220099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001129013,"about_ca_topic_score_gemma":0.00003044938,"domain_scores_codex":[0.996095,0.0003119901,0.0008860996,0.0002080424,0.001944331,0.0005545582],"domain_scores_gemma":[0.9948287,0.0008611541,0.0007262314,0.0001198072,0.0032842,0.0001798782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00885468,0.0004563733,0.07856243,0.00004429714,0.0001615316,0.00001636349,0.7786501,0.00009403958,0.04497705,0.03870329,0.03050146,0.0189784],"study_design_scores_gemma":[0.002764767,0.001152089,0.8245828,0.0002956891,0.00004457394,0.00001638568,0.0990338,0.0008283673,0.007702193,0.01125293,0.05188478,0.0004416749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612875,0.00004186773,0.02742942,0.005123541,0.001375892,0.0003374726,0.00004523118,0.00001777381,0.004341306],"genre_scores_gemma":[0.9875789,0.00001094341,0.007045206,0.002021814,0.003226908,0.00002001163,0.000008544699,0.00000673501,0.00008097997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7460203,"threshold_uncertainty_score":0.9993967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1916879931564399,"score_gpt":0.5581285778832942,"score_spread":0.3664405847268543,"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."}}