{"id":"W6927275523","doi":"10.25946/13395818","title":"Grizzly bear habitat management in Canada's Rocky Mountain parks: Balancing visitor expectations with bear habitat requirements","year":2023,"lang":"en","type":"dissertation","venue":"Acquire (CQUniversity)","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grizzly Bears; Recreation; Habitat; Visitor pattern; Human–wildlife conflict; Work (physics); Global Positioning System; Human use","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":[0.0001321912,0.0003839966,0.0003413795,0.0003367762,0.0004765333,0.00004367661,0.0005505083,0.0002143104,0.0003845994],"category_scores_gemma":[0.00002483695,0.0004382677,0.00006831665,0.001057251,0.00007481246,0.0006090363,0.0001677998,0.0002780269,0.0003643562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002997343,"about_ca_system_score_gemma":0.0003187408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2479722,"about_ca_topic_score_gemma":0.9770219,"domain_scores_codex":[0.9975781,0.0001095715,0.0003441351,0.0007572119,0.0006234781,0.0005874598],"domain_scores_gemma":[0.9990343,0.00009706747,0.0002786857,0.0004014883,0.0000343154,0.000154082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000269745,0.00009216859,0.9764683,0.000100702,0.0003041754,0.0009402678,0.002061721,0.001388777,0.0001018481,0.0001574798,0.01650938,0.001605453],"study_design_scores_gemma":[0.0008557916,0.00008665059,0.9671845,0.0001904193,0.0001781958,0.000002211968,0.02835842,0.0002241033,0.00004764348,0.0001018133,0.00225008,0.0005201362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838452,0.00003106132,0.00003185802,0.0004306791,0.0006348168,0.0006954077,0.00002547709,0.00008461857,0.01422084],"genre_scores_gemma":[0.9715196,0.0000607656,0.0005027332,0.0004559191,0.00006848531,0.0000687226,0.001181385,0.000073756,0.0260686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7290496,"threshold_uncertainty_score":0.9998069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006895223394612265,"score_gpt":0.2013592306656886,"score_spread":0.1944640072710764,"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."}}