{"id":"W6964084547","doi":"10.25316/ir-840","title":"Cowichan Campus Student Newsletter [February 23, 2010]","year":2010,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happening; Student life; Key (lock)","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":[],"category_scores_codex":[0.0002945839,0.0005602236,0.0003741226,0.001111561,0.00318499,0.003561656,0.0006943392,0.001387221,0.499988],"category_scores_gemma":[0.0009059372,0.0002931128,0.0002406504,0.001484855,0.0002435538,0.0009086546,0.001051148,0.001614829,0.2662573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638687,"about_ca_system_score_gemma":0.003313671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09278866,"about_ca_topic_score_gemma":0.349657,"domain_scores_codex":[0.9998073,0.00001106601,0.000005735594,0.0000171238,0.0001129843,0.00004577324],"domain_scores_gemma":[0.999182,0.0000367556,0.00002578846,0.0000243557,0.0004236974,0.0003072992],"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":[0.00001153035,0.0000149258,0.00009114486,0.00001890273,5.359391e-7,0.00001903644,0.0000215591,0.000008416119,0.00005093127,0.0001214402,0.9907091,0.008932522],"study_design_scores_gemma":[0.000004054046,0.000007358677,0.001291085,0.00003137414,0.000001269646,0.00001027693,0.0001048369,0.00002497938,0.00009233146,0.00003962202,0.9983879,0.000004777922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001654172,0.0008273075,0.000122312,0.005550743,0.002888034,0.00008240165,0.008990197,0.001032846,0.978852],"genre_scores_gemma":[0.001159129,0.0002911077,0.00005137572,0.0005575758,0.000154244,0.00001290078,0.002143856,0.00009632489,0.9955333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9072114,"threshold_uncertainty_score":0.7132064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003998496966094651,"score_gpt":0.1767847344116687,"score_spread":0.172786237445574,"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."}}