{"id":"W6923257648","doi":"10.14288/1.0313207","title":"Vancouver Building Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Process (computing); Agency (philosophy); Field (mathematics)","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":[0.00005032389,0.00005167292,0.00006779659,0.00003098758,0.002339134,0.002277332,0.0002058151,0.0000145165,0.05386618],"category_scores_gemma":[0.00001010811,0.0000316149,0.00002744638,0.00008077231,0.00004070952,0.002167649,0.000105026,0.00002492827,0.0001325719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002248374,"about_ca_system_score_gemma":0.00003686687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005008257,"about_ca_topic_score_gemma":0.02932799,"domain_scores_codex":[0.9996207,0.0000103038,0.0001355466,0.00007565183,0.00005617904,0.000101573],"domain_scores_gemma":[0.9996887,0.00004744864,0.00005141191,0.0001133944,0.00006605153,0.0000329443],"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":[0.0000073944,0.000009603932,0.000006405503,0.000001731714,0.00001071168,1.11133e-7,0.0009945695,2.925928e-7,0.000004595285,0.06966754,0.9255359,0.003761112],"study_design_scores_gemma":[0.0002309057,0.00002971382,0.000004401636,0.00001555068,0.000003921993,3.961108e-7,0.001638809,0.00001766266,0.0000887535,0.008882148,0.9890144,0.00007334024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002771198,0.000003885313,0.0002747019,0.0006871223,0.001433375,0.000142732,0.00003514208,0.00005373578,0.9970922],"genre_scores_gemma":[0.01168823,0.00001261384,0.0004782854,0.0007972313,0.0003200184,0.00005102268,0.000001262541,0.000007321289,0.986644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06347846,"threshold_uncertainty_score":0.9989597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03534305392890105,"score_gpt":0.2329010600429433,"score_spread":0.1975580061140422,"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."}}