{"id":"W3035392758","doi":"10.36510/learnland.v13i1.1024","title":"Playbuilding and Social Change","year":2020,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Performative utterance; Work (physics); Sociology; Qualitative research; Media studies; Public relations; Visual arts; Aesthetics; Political science; Art; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007062508,0.0007109691,0.0005437313,0.001960085,0.0188809,0.009753148,0.001799953,0.002953152,0.008001053],"category_scores_gemma":[0.006642988,0.0003125092,0.0005906122,0.00125342,0.05425527,0.006271225,0.01364576,0.005412773,0.0005786364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006891841,"about_ca_system_score_gemma":0.005251523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008715326,"about_ca_topic_score_gemma":0.01256719,"domain_scores_codex":[0.9803489,0.01497959,0.0002492089,0.0007484734,0.001342581,0.002331325],"domain_scores_gemma":[0.9935172,0.003191801,0.0005727945,0.000316866,0.000402708,0.001998776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002966567,0.0001117981,0.001562371,0.0001201623,0.00001102649,0.0005730562,0.8527121,0.0001359411,0.0004578828,0.1239239,0.004534266,0.01582782],"study_design_scores_gemma":[0.00001186431,0.00008020928,0.00220547,0.0002660177,0.000007621483,0.0006015317,0.7579173,0.0001921913,0.0002826915,0.02899027,0.2094145,0.00003035098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4362607,0.009950083,0.01941381,0.09315741,0.001801637,0.000437182,0.00008188673,0.0001901817,0.4387071],"genre_scores_gemma":[0.980899,0.001113574,0.001491745,0.001982587,0.00007190226,0.0001580278,0.00001617194,0.00003238642,0.01423455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0188809,"threshold_uncertainty_score":0.05000407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07492639222160376,"score_gpt":0.2637986645416484,"score_spread":0.1888722723200447,"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."}}