{"id":"W4408659759","doi":"10.1186/s40462-025-00546-5","title":"How resource abundance and resource stochasticity affect organisms’ range sizes","year":2025,"lang":"en","type":"article","venue":"Movement Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Mitacs","keywords":"Abundance (ecology); Ecology; Resource (disambiguation); Range (aeronautics); Habitat; Animal ecology; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002893478,0.0001455858,0.0002142845,0.00004642536,0.0003990569,0.00002753754,0.0001584712,0.0001078084,0.0003111833],"category_scores_gemma":[0.0001695277,0.0001393537,0.00002918421,0.0001603606,0.0004365237,0.0000701774,0.0004133034,0.000139226,0.00004385464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475291,"about_ca_system_score_gemma":0.000008095045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002359026,"about_ca_topic_score_gemma":0.002346141,"domain_scores_codex":[0.9989683,0.0001175039,0.0001425927,0.0003734472,0.00009131483,0.0003068173],"domain_scores_gemma":[0.9993341,0.0003662822,0.00007617949,0.000171431,0.00000719725,0.00004483419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007198673,0.0001683327,0.9671502,0.00003681717,0.0001020719,0.00001491798,0.0007725551,0.00123677,0.002621594,0.00952177,0.01633119,0.001971852],"study_design_scores_gemma":[0.0007916213,0.0001978412,0.9745786,0.000007575782,0.00003586816,0.00000139784,0.0003873128,0.001299812,0.0003366306,0.005066871,0.01713783,0.0001586755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633453,0.000162152,0.005557313,0.01202565,0.0001571198,0.0004468243,0.00000609993,0.0000687317,0.0182308],"genre_scores_gemma":[0.9777991,0.00002343303,0.0004624574,0.005998871,0.00001714045,0.00007008936,0.000004036601,0.000008032168,0.01561688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01445374,"threshold_uncertainty_score":0.5682679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005095830532210127,"score_gpt":0.2114232814533544,"score_spread":0.2063274509211442,"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."}}