{"id":"W7055155435","doi":"","title":"Canada VMap1, Library 16: Rapids Nodes","year":2016,"lang":"en","type":"other","venue":"The Faculty Digital Archive (New York University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Product (mathematics); Vector map; Geographic information system; Digital mapping; Base (topology); Natural (archaeology)","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":[0.0008382773,0.001586433,0.0009084417,0.00568131,0.004533589,0.0073464,0.003381523,0.0009938296,0.6043128],"category_scores_gemma":[0.005233162,0.001183699,0.0006693696,0.01401695,0.000791418,0.003592735,0.002369561,0.001092759,0.4512841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01366973,"about_ca_system_score_gemma":0.03073348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.808239,"about_ca_topic_score_gemma":0.8591428,"domain_scores_codex":[0.9987329,0.00005576572,0.0000402562,0.0001813691,0.0007675524,0.0002221729],"domain_scores_gemma":[0.9963959,0.0002058538,0.00008397889,0.0003991102,0.002505802,0.0004094325],"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":[0.00001990445,0.000005393397,0.0001226382,0.00007881648,0.000001927928,0.00001562505,0.00006657661,0.0002056697,0.0001191081,0.002561102,0.9708261,0.02597711],"study_design_scores_gemma":[0.000005225716,0.000001553223,0.0002368861,0.00002914064,0.000002021201,0.00001503078,0.00005428283,0.0002175637,0.000216706,0.0005774961,0.9986332,0.00001087783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007269379,0.0005347712,0.007826888,0.0006392806,0.0003139827,0.0002376965,0.2694059,0.02524215,0.6950725],"genre_scores_gemma":[0.005989946,0.001273716,0.01605743,0.0002895992,0.0001059705,0.0002525392,0.2014683,0.01595853,0.7586039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6043128,"threshold_uncertainty_score":0.5643998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034215032187681,"score_gpt":0.161617870690697,"score_spread":0.1512757203688201,"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."}}