{"id":"W4200348872","doi":"10.32396/usurj.v7i2.631","title":"Riverbank","year":2021,"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":"Painting; Visual arts; Art; Geography","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":[],"category_scores_codex":[0.0006677029,0.0001266676,0.0002415156,0.0002423075,0.001547274,0.0001343521,0.000492359,0.0001098369,0.002220096],"category_scores_gemma":[0.00006926342,0.0001262203,0.0001961851,0.0001390731,0.001390815,0.0003520242,0.0002264492,0.00109055,0.0001300887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001380369,"about_ca_system_score_gemma":0.0006342608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008267239,"about_ca_topic_score_gemma":0.0199546,"domain_scores_codex":[0.9981086,0.000311384,0.0001744327,0.0002294618,0.0006759971,0.0005001249],"domain_scores_gemma":[0.9979689,0.0001057953,0.0001125786,0.000267098,0.001344148,0.0002014764],"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":[0.0002662862,0.0009001611,0.001523525,0.0001618935,0.001085036,0.004290118,0.3141847,0.00003780728,0.006010822,0.2490406,0.3997918,0.02270726],"study_design_scores_gemma":[0.0006576728,0.0001261472,0.0001051962,0.00007176361,0.00003159404,0.0001365815,0.3341745,0.00001440271,0.000866363,0.05328648,0.6103796,0.0001496649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3957496,0.004208608,0.001670349,0.09701867,0.001155146,0.0004350469,0.0002270443,0.000354851,0.4991807],"genre_scores_gemma":[0.9174241,0.001083453,0.0004286872,0.00004622506,0.0002464727,7.908658e-8,0.00001277323,0.00001294842,0.08074522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5216746,"threshold_uncertainty_score":0.9997526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04675500241114858,"score_gpt":0.2653387601633894,"score_spread":0.2185837577522408,"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."}}