{"id":"W4402911105","doi":"10.24124/2024/59547","title":"Habitat and community ecology of Canada lynx across intensively managed forest landscapes","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; Geography; Habitat; Community; Biology","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":[0.0001557839,0.0001110479,0.0001616871,0.0005826178,0.001151082,0.0006409578,0.000282637,0.0001323641,0.0007784642],"category_scores_gemma":[0.0004355421,0.0001080839,0.00007655456,0.0005605309,0.0004830403,0.0002026847,0.0005113113,0.0001301119,0.0000830279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003451145,"about_ca_system_score_gemma":0.001622023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.859601,"about_ca_topic_score_gemma":0.9692494,"domain_scores_codex":[0.9998701,0.00001092407,0.000005015988,0.00003986815,0.00003221599,0.00004193691],"domain_scores_gemma":[0.999783,0.0000148042,0.0000485732,0.000005294371,0.00005320106,0.00009513718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007514786,0.00002694699,0.9797719,0.00002268279,0.00002204733,0.0001130927,0.003929534,0.0001228671,0.00340206,0.00007602823,0.0004909232,0.01194674],"study_design_scores_gemma":[0.000001127849,0.00001148991,0.9977683,0.00000444426,0.000003230343,0.00002599167,0.001814215,0.00006511203,0.00003055811,0.000008366176,0.0002652587,0.000001845181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994078,0.0001048335,0.00001941754,0.00001784639,6.922475e-7,0.000003333151,0.00009968355,0.000001304099,0.0003449663],"genre_scores_gemma":[0.9987834,0.0001402466,0.0001104058,0.00002513628,8.264921e-7,0.000006188703,0.0002375645,0.000001145028,0.0006949313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.140399,"threshold_uncertainty_score":0.2824516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284602653517936,"score_gpt":0.2128027886111692,"score_spread":0.1999567620759899,"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."}}