{"id":"W2510070182","doi":"","title":"Land Use and Land Cover Change in the Crown of the Continent Ecosystem, Montana, USA from 1992-2011","year":2016,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Land cover; Geography; Cover (algebra); Crown (dentistry); Forestry; Land use; Land use, land-use change and forestry; Ecosystem; Environmental resource management; Physical geography; Agroforestry; Environmental science; Ecology; Archaeology; Engineering; Biology; Agriculture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001585618,0.0001373253,0.00008789907,0.0008798762,0.0004716032,0.0007275125,0.0002917954,0.0001913667,0.0009764521],"category_scores_gemma":[0.0004805019,0.00007213558,0.0001518248,0.001689361,0.0001652595,0.0003164448,0.0004420116,0.000360265,0.0001804083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408446,"about_ca_system_score_gemma":0.0007836826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2546816,"about_ca_topic_score_gemma":0.5759721,"domain_scores_codex":[0.9999133,0.00001237908,0.000005813352,0.00002243543,0.00002520752,0.00002083762],"domain_scores_gemma":[0.99964,0.00003847238,0.0001264026,0.00001193119,0.0001241829,0.00005895839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004599941,0.00005325319,0.9798443,0.00005150196,0.00005599065,0.000229277,0.0007466509,0.0002618033,0.0004099773,0.00009675147,0.007422867,0.01078167],"study_design_scores_gemma":[0.000001669565,0.000006838933,0.9964156,0.00001179248,0.000008575317,0.0000556306,0.0008099985,0.0002097478,0.00005805026,0.00001185759,0.002407924,0.000002287235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990484,0.0004816559,0.0000581504,0.0004537709,0.00001874888,0.00001057845,0.005870732,0.00002329742,0.00259906],"genre_scores_gemma":[0.988197,0.0005528686,0.0003171009,0.0002110698,0.00003120997,0.00004579757,0.008737911,0.000006846629,0.001900207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2546816,"threshold_uncertainty_score":0.5063984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145571667115776,"score_gpt":0.2109050285060137,"score_spread":0.1994493118348559,"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."}}