{"id":"W6907823142","doi":"10.25316/sr45-fp44","title":"Malaspina College Bulletin - Kennedy Street (Nanaimo) No.236 [October 24, 1975]","year":2025,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Center (category theory); Perspective (graphical); Landmark","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000410387,0.000300882,0.0003253075,0.0003367362,0.000784556,0.0003476879,0.0005844901,0.0001277238,0.01706204],"category_scores_gemma":[0.000008207368,0.0002781248,0.0001639494,0.0002585487,0.0002206344,0.003126301,0.0004140496,0.0002303898,0.000590126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003705542,"about_ca_system_score_gemma":0.0001884099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006813261,"about_ca_topic_score_gemma":0.1162983,"domain_scores_codex":[0.9987283,0.00006038864,0.0002496025,0.000325652,0.000225023,0.0004110787],"domain_scores_gemma":[0.9991289,0.00008658205,0.0001576853,0.0003956548,0.0001021504,0.0001290143],"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":[0.0001313924,0.00005104133,0.0002583298,0.00007730329,0.00007138061,0.00001922685,0.001697076,0.00001055223,7.049064e-7,0.2605157,0.7370874,0.00007994856],"study_design_scores_gemma":[0.001215914,0.0001011157,0.0001601692,0.00008785322,0.00004791579,2.48375e-7,0.01466681,0.000148782,0.00006854414,0.000755447,0.9824008,0.0003463945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006665071,0.00009315379,0.00003804531,0.005613443,0.002152169,0.0002804153,0.000498771,0.0003310104,0.9843279],"genre_scores_gemma":[0.07248911,0.000169787,0.0002992559,0.003518366,0.0003374087,0.000001865003,0.00006013305,0.00002570939,0.9230984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2597602,"threshold_uncertainty_score":0.9999671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007244431990014704,"score_gpt":0.164198723898888,"score_spread":0.1569542919088733,"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."}}