{"id":"W6926523173","doi":"10.25316/r8za-ns98","title":"Malaspina College Bulletin - Kennedy Campus (Nanaimo) No.205 [November 12, 1974]","year":2025,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Work (physics); Plan (archaeology)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004238503,0.0002839298,0.0002655803,0.0001196699,0.0002756993,0.0000296716,0.0003957239,0.0002178401,0.0002666547],"category_scores_gemma":[0.00002076908,0.0002929115,0.0001647777,0.0002161652,0.0001328398,0.000006426332,0.0005817121,0.0001331172,0.00004881468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003008488,"about_ca_system_score_gemma":0.0001576846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001272064,"about_ca_topic_score_gemma":0.02217096,"domain_scores_codex":[0.9987501,0.00006582693,0.0001479696,0.0005385199,0.0001086935,0.0003888972],"domain_scores_gemma":[0.9992583,0.0000267062,0.00008643635,0.0004569806,0.00006379057,0.0001077273],"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":[0.0002904944,0.00007705662,0.003281025,0.00003092719,0.0001980421,0.00003374282,0.00005491262,0.00006545037,0.006338343,0.0005234603,0.9889601,0.0001464314],"study_design_scores_gemma":[0.00139458,0.0001953541,0.003567809,0.00002630931,0.00005769567,0.000001625011,0.000421906,0.00003318669,0.004498842,0.0001003469,0.9893632,0.000339138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2618673,0.0008356531,0.0002881417,0.002285269,0.001268732,0.0003837459,0.0003223829,0.00003646947,0.7327123],"genre_scores_gemma":[0.5320275,0.000903466,0.0008638512,0.0007969606,0.000183588,0.000002274335,0.00002530986,0.0000273523,0.4651697],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2701602,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003469231521233872,"score_gpt":0.1712563450629017,"score_spread":0.1677871135416678,"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."}}