{"id":"W2025623955","doi":"10.3390/rs5126501","title":"Videographic Analysis of Eriophorum Vaginatum Spatial Coverage in an Ombotrophic Bog","year":2013,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Environmental science; Ombrotrophic; Remote sensing; Peat; Tussock; Phenology; Bog; Geology; Geography; Agronomy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0000674715,0.0001542355,0.0001302957,0.000998813,0.0001645626,0.0002217464,0.0001799827,0.0001378872,0.000473503],"category_scores_gemma":[0.0001307598,0.0000776565,0.0001117937,0.0005690698,0.0001058191,0.00008910327,0.0001729105,0.0001015536,0.0001154703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249459,"about_ca_system_score_gemma":0.0001654657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02802566,"about_ca_topic_score_gemma":0.08070616,"domain_scores_codex":[0.9999601,0.000002517375,0.000001945588,0.0000150435,0.000009285043,0.00001120835],"domain_scores_gemma":[0.9999032,0.0000134547,0.00002811658,0.00000585819,0.0000278199,0.00002156338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004406883,0.0001387657,0.4234697,0.0002692013,0.00006032857,0.0007928532,0.001881915,0.003715481,0.502156,0.00008412168,0.0006316699,0.06635928],"study_design_scores_gemma":[0.00000202902,0.00002974864,0.9936237,0.00001000013,0.000008675051,0.00008328204,0.000362697,0.002330916,0.00327015,0.000005441251,0.0002696758,0.000003724932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998513,0.00004921017,0.0003952441,0.00000475325,0.00000193774,0.000008796752,0.0005320858,0.0000281077,0.0004668865],"genre_scores_gemma":[0.9965789,0.00006862009,0.002153537,0.000005544412,0.00000204167,0.00001217795,0.0008336139,0.000007250952,0.0003383133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02802566,"threshold_uncertainty_score":0.05572504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006120387777808617,"score_gpt":0.2181072295364465,"score_spread":0.2119868417586379,"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."}}