{"id":"W2981681249","doi":"10.1111/eth.12977","title":"The effect of travel costs on the ideal free distribution in stickleback","year":2019,"lang":"en","type":"article","venue":"Ethology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Institute of Social and Economic Research, Memorial University of Newfoundland; Natural Sciences and Engineering Research Council of Canada","keywords":"Ideal free distribution; Foraging; Matching (statistics); Ecology; Resource distribution; Population; Stickleback; Animal ecology; Distribution (mathematics); Geography; Statistics; Biology; Computer science; Mathematics; Fishery; Resource allocation; Demography","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":[0.0008957615,0.00004712707,0.00007428318,0.000005084761,0.00005826134,0.000002436934,0.0001944491,0.00007485115,0.0003014219],"category_scores_gemma":[0.000376778,0.00002509284,0.0000192347,0.00007459206,0.0002195329,0.00002221349,0.00006282229,0.0001486277,0.0004560172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005648539,"about_ca_system_score_gemma":0.0000038741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001159611,"about_ca_topic_score_gemma":0.0003711398,"domain_scores_codex":[0.9992084,0.0004022278,0.0001002881,0.0001016239,0.00006748406,0.0001199686],"domain_scores_gemma":[0.9981643,0.001561167,0.00004695653,0.0002164602,0.000001980201,0.000009133978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009071564,0.00000914844,0.9887536,0.000001147435,0.000002270094,0.000001223716,0.00006909338,0.00008464614,0.0006816371,0.004063179,0.004570585,0.001672772],"study_design_scores_gemma":[0.0002864613,0.0002825845,0.9963659,0.000002922317,0.00000266022,0.000002423149,0.00002610471,0.0001470568,0.001065322,0.001226172,0.0005658733,0.00002649696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989728,0.000008210115,0.0000500651,0.004840717,0.0001770993,0.0002127849,0.000004175184,0.000003648697,0.004975301],"genre_scores_gemma":[0.9993508,0.000003831287,0.000006267426,0.0003555945,0.000008556596,0.00001790416,0.000005270055,0.000002081679,0.0002496546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009622841,"threshold_uncertainty_score":0.5861331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006090604526008426,"score_gpt":0.2285328799171629,"score_spread":0.2224422753911545,"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."}}