{"id":"W4403929952","doi":"10.1016/j.biocon.2024.110836","title":"Reply to Thornton and Murray: Models for Canada lynx conservation planning require nuance","year":2024,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Geography; Environmental ethics; Environmental planning; Environmental resource management; Environmental science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004544776,0.0001433271,0.0001451302,0.00002725691,0.0002220912,0.00005155442,0.0001083692,0.0001300731,0.00009279552],"category_scores_gemma":[0.0003356716,0.0001217844,0.00002669556,0.000241217,0.00009468062,0.0004058113,0.00007219188,0.0000970905,0.00001691498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976228,"about_ca_system_score_gemma":0.00009853196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04915125,"about_ca_topic_score_gemma":0.03182934,"domain_scores_codex":[0.9988126,0.00006818443,0.0002749677,0.0004780535,0.0001267328,0.0002394261],"domain_scores_gemma":[0.9992646,0.0004203224,0.00005999022,0.0001380494,0.00002928095,0.00008777263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002855737,0.00002986945,0.7447208,0.00006166662,0.00002809577,0.00001755844,0.000374491,0.002116152,0.005084323,0.01823154,0.2197252,0.009324705],"study_design_scores_gemma":[0.0001984571,0.0002105785,0.6170969,0.00006105928,0.00001295977,0.000009917283,0.00009365228,0.0898763,0.0001930875,0.0139661,0.2780053,0.0002756827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940046,0.0001641626,0.01885169,0.0392561,0.0002950091,0.0005741007,0.00003179761,0.0001161896,0.0006650185],"genre_scores_gemma":[0.9543061,0.00001685801,0.003223526,0.04139729,0.00007535783,0.0002044306,0.00009054371,0.00001043241,0.0006754255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1276239,"threshold_uncertainty_score":0.9858373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05506701205311367,"score_gpt":0.2677263478317458,"score_spread":0.2126593357786321,"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."}}