{"id":"W6889028265","doi":"10.25316/ir-848","title":"Cowichan Campus Student Newsletter [October 26, 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":"Student life; Higher education; Human life; Student activities","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":[0.0002912598,0.0006703591,0.000428012,0.001232173,0.002528176,0.003731816,0.0007231626,0.001224192,0.6223007],"category_scores_gemma":[0.0009031795,0.0003623418,0.0002380453,0.001244613,0.0001881957,0.0009065165,0.001033986,0.001459463,0.4640847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276984,"about_ca_system_score_gemma":0.002520775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05208622,"about_ca_topic_score_gemma":0.2254374,"domain_scores_codex":[0.9997937,0.000009503913,0.000005840947,0.00002162436,0.000124716,0.00004471728],"domain_scores_gemma":[0.99925,0.00003301605,0.00001905167,0.00002502992,0.000406236,0.0002666812],"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":[0.00001002381,0.00001329809,0.00005469464,0.00001702682,4.437217e-7,0.00001273032,0.00001128399,0.000006910975,0.00005328582,0.000118263,0.990532,0.009169995],"study_design_scores_gemma":[0.000004356524,0.000006161157,0.000902896,0.00002704348,0.000001090392,0.00001093661,0.00005270497,0.00003031911,0.00009177475,0.00003709217,0.9988313,0.000004218599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008551213,0.0004807303,0.000142862,0.00178748,0.001618813,0.000098843,0.006874655,0.001510949,0.9866305],"genre_scores_gemma":[0.0005744972,0.0001701913,0.00005737712,0.0002255092,0.00007184976,0.00001045733,0.001544959,0.0001416971,0.9972035],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9479138,"threshold_uncertainty_score":0.5387421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005670744548867963,"score_gpt":0.19260673977452,"score_spread":0.186935995225652,"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."}}