{"id":"W4232671732","doi":"10.32396/usurj.v6i2.532","title":"Artwork","year":2020,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Printmaking; Art; Visual arts; Painting; Sculpture; Style (visual arts); Favourite; Hobby; Installation art; Pottery; Oil painting; Art history; The arts; Visual arts education; Studio art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009672379,0.001151213,0.0006811624,0.002002005,0.00583631,0.005357586,0.001830637,0.001183907,0.4253525],"category_scores_gemma":[0.003515503,0.000430779,0.0007690577,0.002010003,0.002105671,0.001345549,0.003243716,0.002482269,0.2077406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005262794,"about_ca_system_score_gemma":0.004805623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04846935,"about_ca_topic_score_gemma":0.1457253,"domain_scores_codex":[0.9985946,0.0001537947,0.00004296114,0.0002566634,0.0007372501,0.0002147266],"domain_scores_gemma":[0.998432,0.0001149778,0.00003414607,0.0003193924,0.0007415287,0.0003579824],"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":[0.00007899254,0.00007231626,0.0007748132,0.0002457251,0.00000895005,0.0004400627,0.002016015,0.0004564454,0.002857921,0.01604289,0.8459775,0.1310283],"study_design_scores_gemma":[0.000003938177,0.000009504199,0.0005867312,0.0001391106,0.000002192657,0.0001569518,0.0009862904,0.00004953131,0.0002588415,0.0009259864,0.9968722,0.000008667845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004985867,0.00198927,0.004518664,0.003405161,0.006687668,0.0004315441,0.002844093,0.0007421178,0.9743956],"genre_scores_gemma":[0.01948103,0.001639954,0.004105129,0.001281318,0.000297996,0.0002235694,0.001892511,0.000459932,0.9706186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4253525,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06088348855701504,"score_gpt":0.2949456214904569,"score_spread":0.2340621329334419,"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."}}