{"id":"W4399851819","doi":"10.32396/usurj.v9i2.767","title":"Cover 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":"University of Saskatchewan","funders":"","keywords":"Cover (algebra); Geography; Art; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002259875,0.000837506,0.0005453791,0.001342896,0.002570804,0.003340498,0.0008975519,0.00105244,0.787571],"category_scores_gemma":[0.001531365,0.0002876886,0.0006038107,0.001047995,0.0004925865,0.001539702,0.001952569,0.001699358,0.5674038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233557,"about_ca_system_score_gemma":0.0006751614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00476565,"about_ca_topic_score_gemma":0.01543551,"domain_scores_codex":[0.9996823,0.00001944144,0.000008321453,0.00004652386,0.0001968961,0.00004650856],"domain_scores_gemma":[0.9993188,0.00008448381,0.00001678914,0.00009322867,0.000340225,0.000146493],"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":[0.00002018749,0.00001627376,0.00004356391,0.00005406014,0.000001030909,0.00007932826,0.00004042929,0.00006822986,0.000408118,0.001892578,0.9513031,0.04607307],"study_design_scores_gemma":[0.000003132524,0.000005557716,0.0001937195,0.00005761982,9.437306e-7,0.0001052358,0.00008315465,0.00004981418,0.0001293137,0.0004815056,0.9988872,0.000002786449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006607133,0.001118404,0.000888786,0.001503754,0.007815136,0.0001688341,0.001100574,0.0006293751,0.9861144],"genre_scores_gemma":[0.002695846,0.0005953774,0.0004540225,0.0004167426,0.0006182832,0.00004419579,0.0005886587,0.0002743657,0.9943125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.212429,"threshold_uncertainty_score":0.3030042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06126944988172716,"score_gpt":0.3009804586756018,"score_spread":0.2397110087938746,"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."}}