{"id":"W4399851804","doi":"10.32396/usurj.v9i2.765","title":"Artwork","year":2024,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visual arts; Exhibition; Studio; Painting; Graphic design; Craft; Art; Multimedia; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001877347,0.0001229011,0.0002064859,0.0005391067,0.001272803,0.0003878467,0.0004392445,0.0000517539,0.004128425],"category_scores_gemma":[0.00005751353,0.0001119032,0.0001847447,0.0002423867,0.001730218,0.0004268905,0.0001592113,0.00109009,0.000640187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002000905,"about_ca_system_score_gemma":0.0008576839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105504,"about_ca_topic_score_gemma":0.00231824,"domain_scores_codex":[0.9975075,0.0004304352,0.000185833,0.0002334996,0.001056266,0.0005864928],"domain_scores_gemma":[0.9982647,0.0005405718,0.00004428373,0.0001738332,0.0006796609,0.0002969324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001907966,0.0001693481,0.0002843609,0.000206678,0.0004691748,0.001452678,0.073057,0.00002018472,0.0003399256,0.7538511,0.126706,0.04325273],"study_design_scores_gemma":[0.0003287607,0.0002915474,0.00007317435,0.0003622161,0.00002971085,0.00007160433,0.2497613,0.0005167734,0.00008390535,0.07056627,0.6777462,0.0001685274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04802635,0.003615698,0.01088977,0.02764956,0.0004924553,0.0003960157,0.00009996623,0.0002020643,0.9086281],"genre_scores_gemma":[0.8944192,0.0007197107,0.0002208545,0.000008087291,0.0004531672,1.553871e-7,0.000004397227,0.00001741606,0.104157],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8463929,"threshold_uncertainty_score":0.9967819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06533691704747023,"score_gpt":0.3037830068251159,"score_spread":0.2384460897776457,"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."}}