{"id":"W7008480068","doi":"","title":"Canada VMap1, Library 2: Boundaries Text Features","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; Base (topology); Natural (archaeology); Geographic information system; National library; 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":[0.0007511245,0.001133478,0.0008258247,0.008845202,0.005063944,0.008189951,0.002750829,0.0009031537,0.5056005],"category_scores_gemma":[0.007598275,0.0008199762,0.0005562254,0.02393534,0.000853645,0.00322262,0.002216728,0.001025695,0.2997226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01704326,"about_ca_system_score_gemma":0.05259753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.871528,"about_ca_topic_score_gemma":0.8801579,"domain_scores_codex":[0.9982565,0.00005466468,0.00007586674,0.0001813934,0.001154769,0.0002766735],"domain_scores_gemma":[0.9911152,0.0003935203,0.0002379777,0.0005741774,0.006922715,0.0007563026],"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":[0.00001947895,0.000006808629,0.0002598338,0.0001001675,0.000001355773,0.00002691427,0.0001391761,0.00007470414,0.00008851224,0.001834112,0.979903,0.01754601],"study_design_scores_gemma":[0.000004533074,0.000001527926,0.001094109,0.00003670199,0.000001691447,0.00001840411,0.0001183396,0.00005147869,0.0001667533,0.0002730673,0.9982224,0.00001100622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001235453,0.000359905,0.001593412,0.0007067596,0.0003274467,0.0002899336,0.4077992,0.007065353,0.5806226],"genre_scores_gemma":[0.009925174,0.0009000527,0.006468833,0.0004328873,0.000136737,0.0003883773,0.2908659,0.008122258,0.6827598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5056005,"threshold_uncertainty_score":0.7052009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221648239679706,"score_gpt":0.2057876932518231,"score_spread":0.193571210855026,"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."}}