{"id":"W2781830385","doi":"10.1109/mgrs.2017.2731681","title":"GRSS Winnipeg Chapter Overview [Chapters]","year":2017,"lang":"en","type":"article","venue":"IEEE Geoscience and Remote Sensing Magazine","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Magellan Aerospace (Canada)","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005141206,0.0009861342,0.0005794893,0.004449294,0.0007463163,0.002438973,0.00101833,0.0007945975,0.3835114],"category_scores_gemma":[0.001472563,0.0004853897,0.0003914336,0.006781248,0.0002480072,0.001487282,0.00103445,0.001116879,0.3179619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878334,"about_ca_system_score_gemma":0.003487769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04052512,"about_ca_topic_score_gemma":0.07414287,"domain_scores_codex":[0.9994745,0.00002175167,0.00002194235,0.00009908975,0.0003258057,0.00005699087],"domain_scores_gemma":[0.9991566,0.00006580382,0.00003849627,0.0000599601,0.0005320572,0.0001471253],"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":[0.00001441728,0.000008499035,0.00008784724,0.00025893,0.000002429827,0.0000219642,0.00003929749,0.0002476368,0.0005881981,0.004258514,0.8407912,0.1536811],"study_design_scores_gemma":[8.774719e-7,0.000003077593,0.0001303327,0.00004943138,9.344363e-7,0.00001699528,0.000008788123,0.00002474159,0.00006242868,0.0002596219,0.9994408,0.00000184325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001127797,0.0346854,0.008006597,0.005410355,0.007323659,0.0002727628,0.0222494,0.006487719,0.9144363],"genre_scores_gemma":[0.003471496,0.03204283,0.005453933,0.0008631053,0.001283438,0.00008587779,0.01641333,0.002915261,0.9374709],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3835114,"threshold_uncertainty_score":0.8793461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07138119706170655,"score_gpt":0.2492108786120525,"score_spread":0.1778296815503459,"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."}}