{"id":"W4247656807","doi":"10.32396/usurj.v4i1.319","title":"Cover Artist","year":2017,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Art; Visual arts; Art history; Engineering","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0008736143,0.0001322685,0.0002389802,0.0002179579,0.005208435,0.0004267328,0.001139244,0.0001084724,0.001530253],"category_scores_gemma":[0.0001021497,0.0001242252,0.0001706458,0.00002888966,0.002999084,0.0006846035,0.0003112252,0.001012102,0.000307923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185112,"about_ca_system_score_gemma":0.0002998888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002701898,"about_ca_topic_score_gemma":0.0211223,"domain_scores_codex":[0.9983249,0.0001511051,0.0001639915,0.0002067705,0.0006449373,0.0005082993],"domain_scores_gemma":[0.9982533,0.00006492716,0.0002585258,0.0005036967,0.0007103415,0.0002091492],"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":[0.0004468906,0.0005615241,0.00316635,0.000112152,0.0007666882,0.001265849,0.154849,0.0000210884,0.001705796,0.1643179,0.6488335,0.02395325],"study_design_scores_gemma":[0.000968707,0.0002211009,0.0007796235,0.00009405647,0.000034079,0.0000581258,0.127318,0.00003151825,0.0002623733,0.05445487,0.8155813,0.0001962304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2524619,0.0005230163,0.0006965164,0.06295962,0.0007658158,0.0003775434,0.0001496907,0.0001540423,0.6819118],"genre_scores_gemma":[0.8953895,0.0004472454,0.0001391447,0.00002352619,0.0002727036,9.54073e-8,0.000004203573,0.00001193757,0.1037117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6429276,"threshold_uncertainty_score":0.9997142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05551232102439378,"score_gpt":0.2825190146761051,"score_spread":0.2270066936517113,"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."}}