{"id":"W3120972096","doi":"","title":"Old Peat, New Voices: Frontiers in Global Peatland Research from Early-Career Researchers I eLightning","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting 2020","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Peat; Physical geography; Geography; Archaeology","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":[0.009733098,0.000522023,0.0005977161,0.001128533,0.004291994,0.01342813,0.0007734217,0.004534538,0.04100562],"category_scores_gemma":[0.006744687,0.0002547,0.0004155871,0.001214651,0.003210285,0.008425613,0.007481062,0.006166563,0.004618242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002931789,"about_ca_system_score_gemma":0.01898608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004800793,"about_ca_topic_score_gemma":0.02418642,"domain_scores_codex":[0.9978577,0.000590414,0.00003971846,0.0001448216,0.0004805671,0.0008867481],"domain_scores_gemma":[0.9853618,0.001895828,0.000281506,0.0002147033,0.001083046,0.01116301],"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":[0.0002587124,0.0002508773,0.006812606,0.0005882853,0.00002158188,0.0004131587,0.009125696,0.0001239366,0.003060643,0.05403677,0.685782,0.2395257],"study_design_scores_gemma":[0.00002286817,0.00009168387,0.007564887,0.0009853299,0.00001060732,0.0001331059,0.03524749,0.0001104896,0.0006064218,0.04308191,0.9121086,0.000036587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02546744,0.05769117,0.001756246,0.8021005,0.04049884,0.00005006995,0.0005480331,0.0001438071,0.07174399],"genre_scores_gemma":[0.3305186,0.1009169,0.008223671,0.1829872,0.02728194,0.0002428612,0.00148686,0.0003768893,0.3479652],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04100562,"threshold_uncertainty_score":0.1371774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05625941489769601,"score_gpt":0.2968767834277419,"score_spread":0.2406173685300459,"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."}}