{"id":"W6927582324","doi":"10.3389/ffgc.2023.1186616.s001","title":"Presentation_1_Balancing wildlife protection and wildfire threat mitigation using a network optimization approach.pdf","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Woodland caribou; Wildlife; Boreal; Taiga; Climate change; Wildlife corridor; Ecosystem; Habitat","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":[0.0009138502,0.0006018035,0.0004213869,0.0003728648,0.0005609657,0.001739043,0.001233904,0.001299661,0.2032656],"category_scores_gemma":[0.002018017,0.0002262952,0.0004892481,0.000473915,0.0001939036,0.001135504,0.001089982,0.0007891998,0.01288908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159399,"about_ca_system_score_gemma":0.001433788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01528234,"about_ca_topic_score_gemma":0.02493891,"domain_scores_codex":[0.9998443,0.00004820547,0.000003539182,0.00002695516,0.00004632825,0.00003059503],"domain_scores_gemma":[0.9994666,0.0002722241,0.00002151378,0.00002191436,0.0001606217,0.00005712978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001330025,0.0002779784,0.0008316057,0.0002709613,0.00002919286,0.0002220288,0.00007748898,0.3728245,0.001498585,0.03477435,0.4066156,0.1824447],"study_design_scores_gemma":[0.0001096802,0.0000992647,0.0005922043,0.0001273517,0.00001751788,0.00004751367,0.0001696695,0.8185955,0.0009549325,0.02006072,0.1591987,0.00002706225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02043955,0.000803572,0.4236094,0.01092754,0.001645981,0.001246414,0.007777954,0.004883076,0.5286664],"genre_scores_gemma":[0.3119178,0.00271682,0.2265931,0.00184035,0.001381354,0.00149753,0.006791466,0.001717254,0.4455444],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2032656,"threshold_uncertainty_score":0.6799912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04718236497633734,"score_gpt":0.2649155602494482,"score_spread":0.2177331952731108,"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."}}