{"id":"W4385348225","doi":"10.22541/au.169052440.02380168/v1","title":"Species distribution models of a predator-prey system under climate change","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Guelph","funders":"","keywords":"Abiotic component; Ecology; Correlative; Biotic component; Climate change; Predation; Species distribution; Habitat; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001253359,0.0005462728,0.0005845466,0.001091743,0.0004776237,0.001046162,0.002257206,0.001470139,0.002822715],"category_scores_gemma":[0.003251,0.0005158989,0.00138732,0.0008857412,0.0006722964,0.001832579,0.0008584911,0.0008704449,0.0003742634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122043,"about_ca_system_score_gemma":0.0007504373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01615239,"about_ca_topic_score_gemma":0.01125134,"domain_scores_codex":[0.9996716,0.0001282368,0.00001711062,0.000104828,0.00003674003,0.00004156027],"domain_scores_gemma":[0.9987465,0.0007025242,0.0002495465,0.00007905693,0.0001383956,0.00008400011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001458844,0.00001602483,0.004444999,0.00002599341,0.00005094318,0.00004951952,0.00008194716,0.9775242,0.0003958078,0.01485758,0.0002586849,0.002279673],"study_design_scores_gemma":[0.000004843771,0.0000101824,0.001521199,0.000005681859,0.00001337579,0.00003302956,0.00002493899,0.9886559,0.00003774702,0.009248534,0.0004362524,0.000008394921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6016949,0.0008272566,0.3759713,0.001639866,0.00009395422,0.0001113629,0.002124692,0.0004409377,0.01709565],"genre_scores_gemma":[0.9771112,0.0004327173,0.01702819,0.0001408481,0.00004482089,0.0001719131,0.0004693218,0.00004732743,0.00455369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01615239,"threshold_uncertainty_score":0.03211671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237389363547863,"score_gpt":0.2750097229195688,"score_spread":0.1512707865647825,"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."}}