{"id":"W4409985616","doi":"10.32396/usurj.v10i1.841","title":"\"Struggle, Endure, Contend,\" \"Siblings,\" \"Darlene,\" and \"Untitled\"","year":2025,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004027228,0.0007530995,0.0004513967,0.001332212,0.01516427,0.01356339,0.001366021,0.00214814,0.01046819],"category_scores_gemma":[0.007558089,0.0003111731,0.000355703,0.0008645292,0.02626701,0.007860157,0.007113076,0.007938103,0.002991587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004985592,"about_ca_system_score_gemma":0.0054574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198311,"about_ca_topic_score_gemma":0.03215797,"domain_scores_codex":[0.9955589,0.002619523,0.00007718022,0.0003549559,0.000834154,0.0005553151],"domain_scores_gemma":[0.9967151,0.0008746262,0.0005130626,0.0002974602,0.0006013042,0.0009984868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002184575,0.00005997446,0.007250857,0.00009835806,0.00001837356,0.0008701132,0.5622283,0.00006137177,0.0008903753,0.3083622,0.08754423,0.03259396],"study_design_scores_gemma":[0.000003656712,0.0000212203,0.002806386,0.0003413088,0.000008319792,0.00108004,0.5599633,0.0001289958,0.0004612952,0.01774158,0.4174125,0.00003140638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.234283,0.006963191,0.01626015,0.1559304,0.006841299,0.0001829472,0.0001875541,0.0002838865,0.5790675],"genre_scores_gemma":[0.8201593,0.003610921,0.003609753,0.02026307,0.0006163566,0.0001764571,0.00007838396,0.0002206651,0.1512651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01516427,"threshold_uncertainty_score":0.03617311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04694947188008828,"score_gpt":0.2869122034457677,"score_spread":0.2399627315656795,"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."}}