{"id":"W3090827035","doi":"","title":"OGC working groups standards and activities for geoscience","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Computer science; Earth science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01592337,0.002655939,0.002018723,0.01362148,0.002710523,0.01180001,0.005539195,0.006833214,0.0207384],"category_scores_gemma":[0.02800228,0.001242135,0.002074295,0.01594516,0.00231049,0.008377779,0.00675404,0.005278336,0.03540983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004156267,"about_ca_system_score_gemma":0.02302504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04720245,"about_ca_topic_score_gemma":0.01906737,"domain_scores_codex":[0.9904251,0.001808269,0.001527748,0.0009197722,0.004263865,0.001055172],"domain_scores_gemma":[0.9495899,0.00634699,0.002476009,0.01634609,0.02182847,0.003412478],"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":[0.0003573015,0.0002785927,0.003117069,0.001807138,0.00008296961,0.0001802447,0.001207829,0.003599456,0.00659741,0.1092934,0.6492381,0.2242405],"study_design_scores_gemma":[0.00003066233,0.00002971663,0.001400891,0.000773816,0.00005116223,0.00008083011,0.0003908123,0.001361061,0.003316842,0.02399924,0.968514,0.0000508578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01559944,0.006811196,0.4667668,0.0245347,0.01450598,0.003871385,0.119395,0.02915824,0.3193572],"genre_scores_gemma":[0.03696349,0.01177202,0.4631755,0.004754693,0.002971787,0.003781828,0.3150532,0.01864488,0.1428827],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04720245,"threshold_uncertainty_score":0.09385544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049550673302827,"score_gpt":0.2239254217448081,"score_spread":0.2034299150117798,"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."}}