{"id":"W6945517083","doi":"10.25316/ir-836","title":"Cowichan Campus Student Newsletter [January 4, 2010]","year":2010,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happening; Information system; Academic year; Higher education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004341003,0.000735942,0.0005021971,0.001509078,0.005716674,0.005376331,0.001037804,0.001530667,0.5044844],"category_scores_gemma":[0.001276475,0.0004842916,0.0002961722,0.001746619,0.0002953032,0.001086825,0.001522984,0.001974176,0.3124508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0031578,"about_ca_system_score_gemma":0.007528984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1774052,"about_ca_topic_score_gemma":0.5275767,"domain_scores_codex":[0.9996796,0.00001951524,0.00001042876,0.00003021531,0.0001752106,0.00008505938],"domain_scores_gemma":[0.9987477,0.00004189823,0.00003746993,0.00004290188,0.0005754695,0.000554596],"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":[0.00001445555,0.00002060034,0.0001032815,0.00001888964,5.961076e-7,0.00002050919,0.00004059739,0.00001033722,0.00005238243,0.0001908159,0.9913857,0.008141721],"study_design_scores_gemma":[0.000005391124,0.000007981062,0.001405632,0.00002786908,0.000001277502,0.00001068519,0.0001718215,0.00002542351,0.0001019,0.00003608553,0.9981998,0.000006059773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001705634,0.0005782744,0.0000950203,0.002918624,0.001680389,0.0001013779,0.007350567,0.001065842,0.9845043],"genre_scores_gemma":[0.0008463134,0.0001412438,0.00003930638,0.0002147813,0.00006595317,0.00001177861,0.001211367,0.0001299019,0.9973394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4955156,"threshold_uncertainty_score":0.706793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005402315675725091,"score_gpt":0.1906922773023657,"score_spread":0.1852899616266406,"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."}}