{"id":"W7034722155","doi":"","title":"Voice and identity in contemporary Canadian art: perspectives on vocality and representation","year":2009,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Terminology; Representation (politics); Aside; Context (archaeology); Ideology; Field (mathematics); Face (sociological concept)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004523032,0.0001260063,0.0001670917,0.00006812876,0.0001066856,0.0002204266,0.0001487462,0.0001187093,0.00117317],"category_scores_gemma":[0.00003272073,0.0001301729,0.00001645787,0.0001243966,0.00006107366,0.0005571436,0.00004042684,0.0001687724,0.0003142048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428569,"about_ca_system_score_gemma":0.00007351043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2503929,"about_ca_topic_score_gemma":0.8444669,"domain_scores_codex":[0.998901,0.0001565959,0.000198228,0.0004360458,0.0001765135,0.0001316006],"domain_scores_gemma":[0.9995814,0.00002489277,0.00009803478,0.0001523218,0.000005921837,0.00013746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001227363,0.00114936,0.3907548,0.0001174872,0.0001373447,0.00033418,0.2487806,0.0001658419,0.001996489,0.001796392,0.02300649,0.3305336],"study_design_scores_gemma":[0.000312211,0.00005235444,0.9752901,0.00005374924,0.00000811082,0.000001594296,0.01023688,0.00002626709,0.0003147793,0.0006221174,0.01290142,0.0001803804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8154234,0.00006635967,0.000001620841,0.0005476839,0.00004837613,0.0003997875,0.00003770955,7.22217e-7,0.1834744],"genre_scores_gemma":[0.9869474,0.00004652302,0.0001790572,0.0001185011,0.00001353598,0.00001010671,0.0002321876,0.000005327419,0.01244735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.594074,"threshold_uncertainty_score":0.9997399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06626615807904443,"score_gpt":0.3883699523363082,"score_spread":0.3221037942572638,"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."}}