{"id":"W6945035859","doi":"10.25316/784w-y750","title":"Malaspina College Staff Bulletin (Nanaimo) V.2:No.33 [May 8, 1981]","year":2025,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Work (physics); Control (management); MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001831379,0.000219909,0.0002793452,0.000348316,0.005419912,0.00008198838,0.0006004327,0.0002737367,0.001862075],"category_scores_gemma":[0.000008304902,0.0002138647,0.0001264937,0.000991261,0.0003359764,0.0007136888,0.00001913084,0.0002611921,0.0003547378],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000300225,"about_ca_system_score_gemma":0.009778556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04093868,"about_ca_topic_score_gemma":0.960759,"domain_scores_codex":[0.9979969,0.0003670148,0.0001772053,0.0004419265,0.0003273748,0.0006895863],"domain_scores_gemma":[0.9989751,0.0001662505,0.0001246829,0.0003418748,0.0001347152,0.0002573512],"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":[0.00007957997,0.0001488009,0.0003487226,0.00004266647,0.00003233477,0.00003485645,0.02045652,0.000004415832,4.176636e-7,0.1806424,0.7981582,0.00005107693],"study_design_scores_gemma":[0.0006125004,0.00008075395,0.00023813,0.00007062892,0.00003414412,2.916906e-7,0.01675275,0.000006204541,0.00004346693,0.0006480243,0.9812458,0.0002672972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02081225,0.00009445038,0.000103809,0.005629119,0.002663803,0.0005893034,0.0001187925,0.0002593193,0.9697291],"genre_scores_gemma":[0.07542166,0.003592524,0.000590944,0.0002032603,0.0003463194,4.692279e-7,0.00001050275,0.00001806331,0.9198163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9198204,"threshold_uncertainty_score":0.9990504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005281911104984671,"score_gpt":0.2133007057612973,"score_spread":0.2080187946563127,"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."}}