{"id":"W4404257881","doi":"10.29173/cjen143","title":"Artist Profile","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001882687,0.00006015403,0.0001386567,0.0001590722,0.0005824704,0.00005465667,0.0002153547,0.00005787256,0.007462658],"category_scores_gemma":[0.004027551,0.00006578508,0.0001027866,0.0005801588,0.0002121051,0.0002520026,0.000003572464,0.0002284298,0.00004198244],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00045156,"about_ca_system_score_gemma":0.007764591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003908831,"about_ca_topic_score_gemma":0.07161587,"domain_scores_codex":[0.9978939,0.0007674466,0.0003172901,0.00009463943,0.000372625,0.0005540816],"domain_scores_gemma":[0.9976702,0.00005873184,0.0001147052,0.0001085851,0.0006575681,0.001390205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003507893,0.0002205053,0.07531162,0.00004462469,0.0001586501,0.00318641,0.1492625,0.00005841804,0.01594196,0.1187551,0.3184448,0.3185804],"study_design_scores_gemma":[0.0003115922,0.0001349323,0.02820325,0.0004139512,0.00006491307,0.00005282292,0.03445337,0.00008338067,0.007319973,0.02345361,0.905145,0.0003632333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6023138,0.008320662,0.003204776,0.01180637,0.01200727,0.0001693432,0.00001515685,0.00001626856,0.3621463],"genre_scores_gemma":[0.9911525,0.0001024402,0.003224482,0.00005694241,0.0008505403,0.000001416238,7.041322e-7,0.00001281492,0.004598198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5867002,"threshold_uncertainty_score":0.9978605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6000027969535605,"score_gpt":0.6358962937359152,"score_spread":0.03589349678235465,"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."}}