{"id":"W6926387754","doi":"10.25316/ir-805","title":"Cowichan Campus Student Newsletter [January 7, 2008]","year":2008,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Recreation; Student life; Student activities; Student engagement; 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":[],"category_scores_codex":[0.0003018941,0.0005993747,0.0003895801,0.001307597,0.002131211,0.002740131,0.0006705064,0.001121481,0.6539096],"category_scores_gemma":[0.0007440218,0.0002995332,0.0002407147,0.001125159,0.0002789294,0.0008004496,0.001059754,0.001098119,0.4141661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202657,"about_ca_system_score_gemma":0.001967956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01589617,"about_ca_topic_score_gemma":0.07801449,"domain_scores_codex":[0.9998258,0.00001251025,0.000006192775,0.00001950719,0.0001047233,0.00003129966],"domain_scores_gemma":[0.9994665,0.00002493082,0.00002089518,0.00002567155,0.0002188012,0.0002433608],"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":[0.00001903233,0.0000326483,0.00008638856,0.00003493154,7.579555e-7,0.00002711354,0.0000195547,0.0000109526,0.0001330151,0.0002261817,0.9714272,0.02798219],"study_design_scores_gemma":[0.000003440786,0.000009431787,0.000635228,0.00002749104,7.508293e-7,0.00001578097,0.0000400516,0.00001689338,0.00009963211,0.00003915262,0.9991092,0.000002992638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008302088,0.0006130667,0.0001032495,0.001331291,0.0009862171,0.00007792522,0.002864473,0.0008489902,0.9923446],"genre_scores_gemma":[0.000528152,0.0002034355,0.00005796531,0.0001469872,0.00007267103,0.00001013928,0.0006884664,0.0000787551,0.9982134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9841039,"threshold_uncertainty_score":0.493656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005796957078513495,"score_gpt":0.1889423528468705,"score_spread":0.183145395768357,"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."}}