{"id":"W7027152401","doi":"","title":"Canada VMap1, Library 18: Ground Area","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); Natural (archaeology); 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":[0.00005319839,0.0002738816,0.0002859189,0.0003130604,0.0006660032,0.0002233662,0.001072402,0.0001093659,0.001615347],"category_scores_gemma":[0.00002976044,0.0001934606,0.0001601208,0.0004599787,0.0006528195,0.0005342141,0.0003456775,0.0001669862,0.0004318323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475551,"about_ca_system_score_gemma":0.001575609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.670526,"about_ca_topic_score_gemma":0.7753291,"domain_scores_codex":[0.9985017,0.0000783796,0.0001579406,0.0002456645,0.0005600851,0.0004562712],"domain_scores_gemma":[0.9989814,0.0001807617,0.0002876055,0.0002846909,0.00002828841,0.0002372586],"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":[0.00001073389,0.000005577049,0.0004756399,0.00001052899,0.0001676898,0.00001599658,0.002597915,3.868846e-7,6.000047e-8,0.03655236,0.9589241,0.001239029],"study_design_scores_gemma":[0.000229004,0.000009505484,0.0002946573,0.0001326102,0.00002444351,0.000001242571,0.01254394,1.654361e-7,1.65807e-7,0.001145284,0.9853412,0.0002777968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000374597,0.00005812389,0.0001473608,0.001895682,0.0003558102,0.0004033155,0.003871125,0.0002697625,0.9929613],"genre_scores_gemma":[0.00343708,0.00009373391,0.00003321379,0.0001767384,0.000381761,8.627212e-7,0.0002859551,0.00006828659,0.9955224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1048032,"threshold_uncertainty_score":0.9992973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785305967822362,"score_gpt":0.2141840855909765,"score_spread":0.1863310259127528,"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."}}