{"id":"W1539120363","doi":"","title":"Forest expansion into coastal barrens in Nova Scotia, Canada","year":2011,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Pine barrens; Nova (rocket); Forestry; Cape; Geography; Archaeology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000312125,0.0004662022,0.0004316846,0.0005508168,0.0008152899,0.00003052723,0.001031394,0.0002589869,0.0007559939],"category_scores_gemma":[0.00006149835,0.0005774035,0.0001887069,0.001211533,0.0008341732,0.001147745,0.001072478,0.0005352667,0.0002511429],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01180261,"about_ca_system_score_gemma":0.001095164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9512072,"about_ca_topic_score_gemma":0.9523194,"domain_scores_codex":[0.9967387,0.0003733296,0.0003547001,0.0009518977,0.0008721579,0.0007091999],"domain_scores_gemma":[0.9984299,0.0001316883,0.0002369903,0.0006104531,0.00008092632,0.0005100334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001262564,0.0008369494,0.9299695,0.0001318944,0.0001563086,0.02611111,0.001096009,0.008291545,0.003890005,0.02102504,0.005139689,0.002089386],"study_design_scores_gemma":[0.003123792,0.0004971494,0.7625108,0.0003590511,0.0001448759,0.0004631992,0.002611984,0.004053949,0.001604256,0.0001694703,0.2226844,0.001777006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8961411,0.0000139817,0.0007391354,0.0001617467,0.001215367,0.0005210796,0.00004789676,0.000111047,0.1010486],"genre_scores_gemma":[0.9931126,0.000009332142,0.000895475,0.00009913398,0.00006689745,3.496904e-7,0.00007362318,0.00002249786,0.005720099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2175447,"threshold_uncertainty_score":0.9996678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006806212498883924,"score_gpt":0.1546897444652712,"score_spread":0.1478835319663873,"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."}}