{"id":"W4399650774","doi":"10.32614/cran.package.bcmaps","title":"bcmaps: Map Layers and Spatial Utilities for British Columbia","year":2017,"lang":"en","type":"dataset","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Cartography","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":[],"consensus_categories":[],"category_scores_codex":[0.0008437824,0.001356182,0.000790003,0.004947749,0.002826833,0.005692313,0.00278821,0.0008833623,0.264311],"category_scores_gemma":[0.005694109,0.001384311,0.0006691913,0.01495201,0.0006719992,0.003596864,0.003111699,0.001970977,0.1413367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01071451,"about_ca_system_score_gemma":0.02448628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8997375,"about_ca_topic_score_gemma":0.9297312,"domain_scores_codex":[0.9991289,0.00007181631,0.00005448335,0.0001463172,0.0004422427,0.0001563047],"domain_scores_gemma":[0.9970192,0.0001930195,0.00007851616,0.0003962161,0.001993587,0.0003194675],"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":[0.00002441739,0.00000526204,0.0004358942,0.00008824207,0.000006018197,0.00001944197,0.0001293715,0.0002999519,0.0001088527,0.00217272,0.9812098,0.01549999],"study_design_scores_gemma":[0.00001694931,0.000001461318,0.001781318,0.0001361932,0.000007175982,0.00002477161,0.0002737693,0.0008439359,0.0003064128,0.002333936,0.9942313,0.00004281293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001710615,0.0004949316,0.01100446,0.000825525,0.0002815589,0.0002024737,0.7860426,0.03073302,0.1687049],"genre_scores_gemma":[0.01555182,0.001614517,0.03709766,0.0005535927,0.00006178619,0.0007433735,0.7436459,0.02968975,0.1710415],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.264311,"threshold_uncertainty_score":0.8842086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613489585938657,"score_gpt":0.3108505483387504,"score_spread":0.2847156524793638,"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."}}