{"id":"W4399851823","doi":"10.32396/usurj.v9i2.766","title":"Artwork","year":2024,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Science, Research, and Medicine","field":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.004116448,0.0001414139,0.0003429338,0.001198945,0.00052641,0.00009504979,0.0004171166,0.0001147075,0.0005049325],"category_scores_gemma":[0.0002169957,0.0001207129,0.0002437251,0.00175538,0.001266457,0.0002957144,0.0001611963,0.001800356,0.0002217942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003796815,"about_ca_system_score_gemma":0.003136637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006087708,"about_ca_topic_score_gemma":0.0002978248,"domain_scores_codex":[0.9960368,0.0002916282,0.0002356359,0.0003484468,0.002265011,0.0008224804],"domain_scores_gemma":[0.9974321,0.0004191886,0.00004835076,0.0003166984,0.0008471707,0.0009364619],"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":[0.003472619,0.001513842,0.02666328,0.002644907,0.002158995,0.04466522,0.05924636,0.0000948216,0.09052639,0.01024221,0.3624882,0.3962831],"study_design_scores_gemma":[0.008674532,0.005267524,0.01952842,0.007459593,0.0004439024,0.009551936,0.2379663,0.004674562,0.007035072,0.04308116,0.6554913,0.0008257021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8141152,0.007001285,0.008018451,0.1046859,0.00101795,0.0008198256,0.00002009114,0.0002250043,0.06409625],"genre_scores_gemma":[0.9604905,0.003300086,0.001089304,0.0000498381,0.0003995451,1.531705e-7,0.000005187999,0.00001930955,0.03464606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3954574,"threshold_uncertainty_score":0.7821749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05225786929633558,"score_gpt":0.3394028386953251,"score_spread":0.2871449693989895,"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."}}