{"id":"W2903503736","doi":"10.1080/08322473.2018.1520030","title":"Handbook of Arts-Based Research (Manuel sur la recherche axée sur l’art), edited by Patricia Leavy","year":2018,"lang":"fr","type":"article","venue":"Canadian Art Therapy Association Journal","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"PICASSO; The arts; Painting; Art; Art history; Visual arts; Sociology; Humanities","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01095975,0.0003246897,0.0004659656,0.0005696725,0.001905919,0.0007794105,0.0004228321,0.0007039768,0.01259865],"category_scores_gemma":[0.001579447,0.0003137605,0.0003095586,0.0003598459,0.0006650786,0.0005953227,0.00001796807,0.002033647,0.001008449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022156,"about_ca_system_score_gemma":0.002662434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005245901,"about_ca_topic_score_gemma":0.08393411,"domain_scores_codex":[0.9934087,0.003462924,0.0007519842,0.0003125598,0.000932633,0.001131208],"domain_scores_gemma":[0.9930602,0.002272114,0.0005987366,0.0002626602,0.003044324,0.0007620217],"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":[0.0001158001,0.0002306378,0.001131961,0.00001787551,0.0002826955,0.00002444059,0.01123332,0.000003732274,0.0009762892,0.004635448,0.9724111,0.008936711],"study_design_scores_gemma":[0.00159608,0.0007342241,0.0001824006,0.0003405986,0.00004013786,0.00001197585,0.001064932,0.0001223808,0.002105474,0.00358064,0.9898792,0.000341956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1414775,0.1003072,0.0005933484,0.1570187,0.01635929,0.00200694,0.003717406,0.0001768868,0.5783427],"genre_scores_gemma":[0.1172751,0.008132078,0.0001222899,0.006225346,0.0116234,0.00002415531,0.000211247,0.0001434165,0.856243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2779002,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.311949723337223,"score_gpt":0.3865854652614722,"score_spread":0.07463574192424927,"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."}}