{"id":"W2296571724","doi":"10.15273/pnsis.v42i2.3603","title":"BEETLE DIVERSITY ASSOCIATED WITH FOREST STRUCTURE INCLUDING DEADWOOD IN SOFTWOOD AND HARDWOOD STANDS IN NOVA SCOTIA","year":2004,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hardwood; Forestry; Species richness; Softwood; Geography; Nova scotia; Snag; Silviculture; Ecology; Biology; Habitat; Botany; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000429561,0.0001333145,0.0002384996,0.00008179052,0.0004629843,0.00003003686,0.0006928028,0.00008555334,0.000008076383],"category_scores_gemma":[0.000261302,0.0000554069,0.00003164252,0.001783525,0.002586558,0.0007047748,0.0009999194,0.0001798042,5.077957e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197975,"about_ca_system_score_gemma":0.00004903898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00227713,"about_ca_topic_score_gemma":0.08209626,"domain_scores_codex":[0.9988102,0.000003568254,0.0001925384,0.0003139757,0.0003679313,0.0003117702],"domain_scores_gemma":[0.9994819,0.0000254913,0.0002111749,0.00003140069,0.0002005834,0.0000494977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003828353,0.00008366259,0.9796992,0.00001973249,0.000009932261,0.00000137174,0.0007979156,0.0000728273,0.01833495,0.0007961027,0.00001747947,0.0001285399],"study_design_scores_gemma":[0.0005834227,0.0002212812,0.9809811,0.0002487435,0.00001339732,0.000005002829,0.0008585488,0.000005902171,0.01546449,0.001493156,0.000006454513,0.0001184798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984688,0.00002793461,3.28816e-7,0.0006814933,0.0002731087,0.0002092168,0.0000339902,0.00001051886,0.0002946143],"genre_scores_gemma":[0.999695,0.00000546926,0.0002281789,0.00004687898,0.00001133609,3.284966e-7,0.000001270032,5.136775e-7,0.00001101648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07981914,"threshold_uncertainty_score":0.9530281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731326497398179,"score_gpt":0.2151331232059925,"score_spread":0.1878198582320107,"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."}}