{"id":"W7026939564","doi":"","title":"Canada VMap1, Library 16: Political Boundary Areas","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":"Boundary (topology); Scale (ratio); Product (mathematics); Politics; Base (topology); Geographic information system; 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":[0.0000540992,0.0002821931,0.000304796,0.0003129368,0.0007562403,0.0002582739,0.001008395,0.0001264688,0.001121788],"category_scores_gemma":[0.00004815705,0.0002024296,0.0001812987,0.0003860827,0.001128473,0.0004626843,0.0003846094,0.0002041088,0.0004911481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910418,"about_ca_system_score_gemma":0.003073692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6845724,"about_ca_topic_score_gemma":0.7272601,"domain_scores_codex":[0.998167,0.0001025291,0.0001725562,0.0002563424,0.0006216472,0.0006798652],"domain_scores_gemma":[0.9988486,0.0002090822,0.0002046053,0.0002890087,0.00003167315,0.0004170688],"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":[0.00001057929,0.0000059959,0.000673369,0.00001044935,0.0001313784,0.00001514521,0.001079682,6.11962e-8,1.908242e-8,0.2300394,0.7672477,0.0007862218],"study_design_scores_gemma":[0.0002300942,0.00001094125,0.0002822259,0.0001361389,0.00002718909,0.000002248364,0.01365635,7.370132e-8,2.847289e-7,0.004290691,0.9810796,0.0002841378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002528936,0.00005912984,0.0001486346,0.005094085,0.0003529472,0.0003655774,0.005079519,0.0002798784,0.9885949],"genre_scores_gemma":[0.008366385,0.00003410887,0.00002663419,0.0003866329,0.0005903651,8.232022e-7,0.0003474248,0.00007303282,0.9901746],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2257487,"threshold_uncertainty_score":0.9997913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585814554027519,"score_gpt":0.2151957107561179,"score_spread":0.1993375652158427,"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."}}