{"id":"W7064437434","doi":"","title":"Canada VMap1, Library 16: Data Quality Area","year":2016,"lang":"en","type":"other","venue":"The Faculty Digital Archive (New York University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Product (mathematics); Vector map; Data quality; Geographic information system; Quality (philosophy); Base (topology); Digital data","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":[0.00004162952,0.0003265159,0.0003010069,0.0001590211,0.0001353567,0.0001635021,0.002571608,0.00004593501,0.1971797],"category_scores_gemma":[0.000009619115,0.0002279369,0.0001079799,0.0002173853,0.0002022924,0.0001040256,0.002287532,0.0002711521,0.0003559802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002662093,"about_ca_system_score_gemma":0.002028484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6392607,"about_ca_topic_score_gemma":0.3117671,"domain_scores_codex":[0.9983087,0.00008852586,0.0001670889,0.0005507285,0.0004637948,0.0004212316],"domain_scores_gemma":[0.9980046,0.0002126651,0.0001928558,0.001276468,0.00001432432,0.0002990891],"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":[0.00003076097,0.00003180538,0.0006415197,0.00001185385,0.0001731254,0.00001090681,0.00002070455,1.467415e-7,0.000002913715,0.007368845,0.9064437,0.08526376],"study_design_scores_gemma":[0.0005042303,0.00001508752,0.0002739167,0.00008408794,0.00003003285,2.623824e-7,0.0004516508,0.000004567159,0.000005242578,0.0004783781,0.9978381,0.0003143756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000320796,0.00001780991,0.001096546,0.002461647,0.00008467833,0.0004076066,0.05022833,0.00008023214,0.9455911],"genre_scores_gemma":[0.0009268537,0.000007838557,0.00006852161,0.00007246761,0.0003458168,7.040649e-7,0.009311633,0.00009201169,0.9891741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3274936,"threshold_uncertainty_score":0.9294996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083860412479558,"score_gpt":0.2424429092488578,"score_spread":0.2016043051240622,"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."}}