{"id":"W3111657083","doi":"10.1117/12.2584139","title":"Opening Remarks by Conference Chairs","year":2020,"lang":"en","type":"article","venue":"","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Computer science","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":[0.01096571,0.004256108,0.002503862,0.002055536,0.007994087,0.01613747,0.003628682,0.01696635,0.2233014],"category_scores_gemma":[0.01468259,0.001502637,0.002906978,0.001663239,0.00159594,0.006510765,0.01000467,0.0261889,0.1913958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004215796,"about_ca_system_score_gemma":0.007623298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003902734,"about_ca_topic_score_gemma":0.009020932,"domain_scores_codex":[0.9925277,0.001072949,0.0003917119,0.001428496,0.002899396,0.001679708],"domain_scores_gemma":[0.982743,0.001136068,0.0006412877,0.0005202057,0.005932977,0.009026442],"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":[0.00005303328,0.00002873087,0.00004885356,0.00006106766,0.000004548369,0.00004597108,0.00002932071,0.0000309469,0.0001803074,0.0004077497,0.9951864,0.003923085],"study_design_scores_gemma":[0.00003477687,0.00003626123,0.0004077366,0.00009181718,0.000005679517,0.00002269687,0.0002552551,0.00004504114,0.00008982095,0.0004812813,0.9985091,0.00002067636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004131575,0.006631642,0.0006753188,0.1484181,0.8131894,0.0003649454,0.0009112649,0.0003273985,0.02906875],"genre_scores_gemma":[0.003692831,0.005184259,0.0009663037,0.1074562,0.2901158,0.001267083,0.001271123,0.0008446888,0.5892016],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2233014,"threshold_uncertainty_score":0.7470176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229620615057155,"score_gpt":0.1932532267498413,"score_spread":0.1709570205992698,"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."}}