{"id":"W4402262719","doi":"10.62973/19-046r1","title":"OGC Testbed-15: Quebec Model MapML Engineering Report","year":2020,"lang":"en","type":"report","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Testbed; Computer science; Environmental science; World Wide Web","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":[0.009721812,0.002208991,0.001085615,0.003230515,0.003796417,0.005443043,0.00456495,0.001620534,0.03852429],"category_scores_gemma":[0.0183974,0.001227428,0.0008665336,0.005983001,0.001274388,0.004915294,0.001997701,0.002497885,0.01580887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02621439,"about_ca_system_score_gemma":0.04296818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.961344,"about_ca_topic_score_gemma":0.9478559,"domain_scores_codex":[0.9944474,0.001049731,0.0001995111,0.0006123635,0.002963277,0.0007277415],"domain_scores_gemma":[0.9793478,0.002090551,0.0003756024,0.002527618,0.01383427,0.001824283],"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":[0.0006173573,0.0007099846,0.004077532,0.0002004765,0.00007687178,0.0001149075,0.0003341772,0.02593673,0.003068177,0.01031829,0.9197612,0.03478418],"study_design_scores_gemma":[0.001219436,0.0002631556,0.01600999,0.000250456,0.0001274527,0.0001119112,0.0009698904,0.2627722,0.01735098,0.005741871,0.694927,0.0002556116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.05064074,0.0006024131,0.07836719,0.01064668,0.0007746735,0.003521216,0.61804,0.06408048,0.1733265],"genre_scores_gemma":[0.08863605,0.0006078125,0.09831177,0.001130089,0.00009107586,0.001774055,0.7004353,0.01324769,0.09576625],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.038656,"threshold_uncertainty_score":0.1901996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0570747522894686,"score_gpt":0.3165800141273409,"score_spread":0.2595052618378723,"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."}}