{"id":"W7008469495","doi":"","title":"Canada VMap1, Library 47: Interchange","year":2016,"lang":"en","type":"other","venue":"The Faculty Digital Archive (New York University)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Product (mathematics); Vector map; Geographic information system; Base (topology); National library; Digital mapping","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005296152,0.0002458076,0.0002592531,0.0003380615,0.000470954,0.0001564671,0.001080576,0.0001009895,0.001120504],"category_scores_gemma":[0.00003007487,0.0001720691,0.000146972,0.0004033234,0.000570724,0.0004327288,0.0004360973,0.0001650266,0.0005705194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385392,"about_ca_system_score_gemma":0.001168312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6620554,"about_ca_topic_score_gemma":0.8531934,"domain_scores_codex":[0.9986675,0.00008594018,0.0001410321,0.0002212477,0.0004641227,0.0004201667],"domain_scores_gemma":[0.9991118,0.0001461926,0.0002448218,0.0002572963,0.00002515947,0.0002147198],"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":[0.00001040811,0.000004560899,0.0003019106,0.00001209525,0.0001410172,0.00001292229,0.005414396,1.133528e-7,6.091003e-8,0.03271032,0.9588695,0.002522682],"study_design_scores_gemma":[0.0001918855,0.00001059544,0.0001201003,0.0001707098,0.00001892733,9.133902e-7,0.01461689,1.26561e-7,3.057163e-7,0.0006597195,0.9839693,0.0002405257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002016742,0.00006059098,0.0001441,0.003144067,0.0003991199,0.0003964345,0.004042407,0.000258163,0.9915349],"genre_scores_gemma":[0.002509091,0.000103858,0.00003386991,0.0002191421,0.0004754148,9.827735e-7,0.0002283074,0.00006769565,0.9963616],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.191138,"threshold_uncertainty_score":0.9997926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366520919123962,"score_gpt":0.2140603649420968,"score_spread":0.1903951557508571,"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."}}