{"id":"W6926613459","doi":"10.25316/ir-791","title":"Cowichan Campus Student Newsletter [March 9, 2007]","year":2007,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certificate; Government (linguistics); Scholarship; Student life; Reading (process); 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":[0.0003505382,0.0005626995,0.0004053106,0.001086698,0.002443626,0.00348562,0.0007827847,0.001508429,0.6424284],"category_scores_gemma":[0.0008343196,0.0003618896,0.0002848684,0.001192931,0.0002123835,0.0008678074,0.001003791,0.001578888,0.4522738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009842278,"about_ca_system_score_gemma":0.001889547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01660623,"about_ca_topic_score_gemma":0.07809948,"domain_scores_codex":[0.9997721,0.00001345188,0.000007481232,0.00002407539,0.0001393081,0.00004351349],"domain_scores_gemma":[0.9992979,0.00003986503,0.00002138413,0.00003480785,0.0003690393,0.0002369708],"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":[0.00001000551,0.00001783412,0.00005432373,0.00001688972,4.868901e-7,0.00001488914,0.0000102254,0.000006304063,0.00005469223,0.0001600517,0.9871077,0.0125465],"study_design_scores_gemma":[0.000003742213,0.000008912399,0.0006585431,0.00002821988,9.076128e-7,0.00001224023,0.00005154524,0.00002444408,0.00007395868,0.00004616935,0.9990878,0.000003469223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008965125,0.0006044648,0.0001777774,0.002523637,0.002228585,0.000121005,0.003673867,0.001289662,0.9884846],"genre_scores_gemma":[0.0005900139,0.0002299085,0.00007606738,0.0003319851,0.0001303178,0.00001710045,0.001210892,0.0001170465,0.9972966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3575716,"threshold_uncertainty_score":0.5100325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008174475103555439,"score_gpt":0.2276077941664598,"score_spread":0.2194333190629043,"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."}}