{"id":"W2122389629","doi":"10.4236/ajps.2013.43a094","title":"Lichen-Spruce Woodland Early Indicators of Ecological Resilience Following Silvicultural Disturbances in Qu&amp;#233;bec’s Closed-Crown Forest Zone","year":2013,"lang":"en","type":"article","venue":"American Journal of Plant Sciences","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Woodland; Black spruce; Environmental science; Ecology; Afforestation; Ecosystem; Forestry; Forest management; Taiga; Agroforestry; Geography; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009332564,0.0002044444,0.000607301,0.0001122813,0.0002336095,0.000110464,0.0009586053,0.00008547479,0.0001391287],"category_scores_gemma":[0.0002357137,0.00007335046,0.0001965628,0.001441825,0.001203937,0.0006255526,0.0001030211,0.0003208346,0.00001849366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004314514,"about_ca_system_score_gemma":0.00005986559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002628388,"about_ca_topic_score_gemma":0.004471784,"domain_scores_codex":[0.9975721,0.0002319789,0.0007495192,0.0003318767,0.0005701134,0.0005443835],"domain_scores_gemma":[0.9978302,0.0009093088,0.0009204595,0.00005871706,0.00008078584,0.0002006048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005662801,0.0001331045,0.962111,0.000003517621,0.00002015566,0.00002259091,0.0005770243,0.00003245448,0.02518021,0.0001161536,0.0003330315,0.01141412],"study_design_scores_gemma":[0.0001847426,0.002175343,0.9934878,0.00005340408,0.00001285235,0.00005493763,0.002409028,0.00001814015,0.0003676327,0.0001514597,0.0008962926,0.0001883234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976857,0.0002937242,0.000003261859,0.001219026,0.0002543456,0.0001658804,0.00002039895,0.00001206232,0.0003455632],"genre_scores_gemma":[0.9989102,0.00009925089,0.0005210302,0.0002574488,0.0001481102,0.000007944403,0.000004889555,0.00000100232,0.00005015919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03137684,"threshold_uncertainty_score":0.4435956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255971647396805,"score_gpt":0.2220592485040691,"score_spread":0.2094995320301011,"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."}}