{"id":"W6989698759","doi":"","title":"Canada VMap1, Library 19: Water Course Lines","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); Geographic information system; Base (topology); Natural resource; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004327814,0.0008802673,0.0004625456,0.004182534,0.004327888,0.004736145,0.001777041,0.0006096256,0.4394041],"category_scores_gemma":[0.002870232,0.0005688068,0.0003696108,0.01463584,0.0005769595,0.001710754,0.001322042,0.0006789714,0.1766813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0170188,"about_ca_system_score_gemma":0.05184842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9342946,"about_ca_topic_score_gemma":0.9569095,"domain_scores_codex":[0.9990942,0.0000275198,0.00002903927,0.0001162761,0.0005703652,0.0001625671],"domain_scores_gemma":[0.9973229,0.00007961927,0.00006613397,0.0001706899,0.002031788,0.0003289199],"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":[0.00002014767,0.00001096252,0.0005776226,0.00008126312,0.000001747272,0.00003111726,0.0001311712,0.0001435129,0.000134681,0.002701668,0.9616593,0.03450673],"study_design_scores_gemma":[0.000003700728,0.000001724531,0.001665343,0.00002530658,0.000001300491,0.00001317423,0.0000941156,0.000095532,0.0001502253,0.0002024342,0.9977404,0.000006778178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00181121,0.0003316053,0.002495628,0.0004951816,0.0001719517,0.0002575007,0.2784924,0.004740315,0.7112042],"genre_scores_gemma":[0.01074989,0.0008776241,0.005123496,0.000209097,0.00005661647,0.0001524155,0.1553692,0.002818051,0.8246437],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4394041,"threshold_uncertainty_score":0.7996219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657350580731437,"score_gpt":0.2166763856485533,"score_spread":0.200102879841239,"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."}}