{"id":"W4255232972","doi":"10.32396/usurj.v5i1.418","title":"Untitled","year":2019,"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":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002406986,0.0009365733,0.0009498214,0.001200493,0.003772191,0.006385007,0.002038586,0.004101717,0.4039942],"category_scores_gemma":[0.03506576,0.0004590186,0.0008281222,0.0008858179,0.002168136,0.004753424,0.004451952,0.008449297,0.268411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002510749,"about_ca_system_score_gemma":0.005696422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005373346,"about_ca_topic_score_gemma":0.008439612,"domain_scores_codex":[0.997022,0.0005700681,0.0001499401,0.0006028903,0.001265959,0.00038914],"domain_scores_gemma":[0.9832765,0.002052044,0.0008151674,0.001171928,0.01029427,0.002390136],"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":[0.00002132048,0.000009711096,0.0001168126,0.00008835921,0.000003609068,0.0001075933,0.0002330472,0.00001570171,0.00009893913,0.004189219,0.9731935,0.02192208],"study_design_scores_gemma":[0.000004493088,0.000008455457,0.0001724212,0.0002466051,0.000003546751,0.0002294176,0.0004372702,0.00003396191,0.0001074459,0.001860058,0.9968844,0.00001182966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001356688,0.01416394,0.00363747,0.4641251,0.2952803,0.0001666925,0.003941063,0.001699598,0.2156292],"genre_scores_gemma":[0.01255507,0.007534923,0.001721823,0.1734054,0.01900108,0.0001841026,0.001580678,0.001054463,0.7829625],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5960058,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03691239106891187,"score_gpt":0.257889197798884,"score_spread":0.2209768067299722,"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."}}