{"id":"W4409985373","doi":"10.32396/usurj.v10i1.811","title":"Home, In Parting","year":2025,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006317364,0.0003791626,0.0001654969,0.0004240026,0.006927453,0.003962186,0.0003024479,0.0006594197,0.01418333],"category_scores_gemma":[0.001807162,0.0002500728,0.000187166,0.0003340712,0.005336841,0.00296577,0.002045495,0.002711807,0.003452357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123857,"about_ca_system_score_gemma":0.001724661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01159281,"about_ca_topic_score_gemma":0.03191005,"domain_scores_codex":[0.9995354,0.0001562747,0.00001838163,0.00007814408,0.00008837396,0.0001234311],"domain_scores_gemma":[0.9995467,0.0001118237,0.00003368559,0.00005955152,0.0001140647,0.0001341705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002176741,0.0000621325,0.002024507,0.000178307,0.00001296154,0.001156529,0.1891523,0.0002652668,0.004141898,0.3991744,0.3034815,0.1001325],"study_design_scores_gemma":[0.000005192046,0.00003553829,0.001381207,0.00007888591,0.000005072091,0.000439682,0.03021992,0.0001152297,0.001133945,0.005266298,0.9613,0.00001895054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09247438,0.002092774,0.005942892,0.02050619,0.003585652,0.0001267833,0.000273455,0.0004895151,0.8745085],"genre_scores_gemma":[0.4778804,0.001061569,0.002448572,0.004006903,0.0002286956,0.00005584274,0.0001082184,0.0003301599,0.5138797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01418333,"threshold_uncertainty_score":0.04744798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095525299434166,"score_gpt":0.2769555686369483,"score_spread":0.2360003156426067,"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."}}