{"id":"W6904829522","doi":"10.14288/1.0170964","title":"British Columbia Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Historical record; Publishing; Columbia university; Archaeological record","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001958879,0.00005777891,0.0001326089,0.00004046799,0.001718511,0.005706143,0.0003392355,0.00003197229,0.04099878],"category_scores_gemma":[0.0002559938,0.00007144229,0.00006043849,0.001257895,0.00004400843,0.001483993,0.0002668114,0.00004508194,0.0002947202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005091687,"about_ca_system_score_gemma":0.00001883192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2145459,"about_ca_topic_score_gemma":0.525797,"domain_scores_codex":[0.9993424,0.00001145232,0.0001526673,0.0002404164,0.00008064375,0.0001723733],"domain_scores_gemma":[0.9994841,0.00005958548,0.00009883766,0.0002226121,0.0001247842,0.00001011505],"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":[0.000008976793,0.00004334034,0.001192147,0.000003370615,0.00002950284,0.000006462706,0.000001083326,0.000007595286,0.00006132571,0.0004110679,0.9756069,0.02262826],"study_design_scores_gemma":[0.0004083737,0.000005389755,0.0004880035,0.00004834984,0.00004644765,0.000004955693,0.00003629566,0.0001110509,0.000004544071,0.08294869,0.9157388,0.0001591103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007010162,0.000006530061,0.00450496,0.0006421119,0.0004479235,0.0003391878,0.000007911371,0.0001855186,0.9868557],"genre_scores_gemma":[0.04541391,0.000009971064,0.000672708,0.0007557958,0.000456072,0.0001127393,0.000004084322,0.0000241757,0.9525505],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3112511,"threshold_uncertainty_score":0.9995811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382505519068587,"score_gpt":0.2293486275363067,"score_spread":0.2155235723456209,"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."}}