{"id":"W2126622523","doi":"10.1111/j.1600-0706.2011.20492.x","title":"Habitat change and the scale of habitat selection: shifting gradients used by coexisting Arctic rodents","year":2012,"lang":"en","type":"article","venue":"Oikos","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Office of Polar Programs; Government of Nunavut","keywords":"Habitat; Ecology; Selection (genetic algorithm); Climate change; Tundra; Abundance (ecology); Environmental science; Arctic; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003649668,0.0000989896,0.0001248308,0.00001231733,0.0002119512,0.00002670523,0.0001106103,0.00003757104,0.002943361],"category_scores_gemma":[0.000067081,0.00007382963,0.00004043781,0.000154669,0.0002962126,0.0002295559,0.0001209363,0.00007874992,0.0001811841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718895,"about_ca_system_score_gemma":0.000001165218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008504283,"about_ca_topic_score_gemma":0.001064399,"domain_scores_codex":[0.9990851,0.00006134364,0.0001546993,0.000146249,0.0002547528,0.0002978728],"domain_scores_gemma":[0.9996142,0.00007161462,0.0001009285,0.0001089641,0.000009250216,0.00009507148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001470902,0.00006144318,0.9939692,0.00001539323,0.00000579384,1.13893e-7,0.001707831,2.418414e-7,0.001911061,0.0001380678,0.001660045,0.000516075],"study_design_scores_gemma":[0.001154438,0.00003917865,0.9901006,0.00002724753,0.00003111364,0.00001304378,0.002304901,0.0001346733,0.00212084,0.00005354326,0.003860166,0.0001602873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929777,0.0001945882,0.00002230207,0.0004100372,0.0001582183,0.0002036104,0.00002507631,0.000022421,0.005986018],"genre_scores_gemma":[0.999324,0.00002638085,0.00004106126,0.0002019826,0.0000503901,0.00004040758,0.00001741946,0.000009288375,0.0002890931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006346248,"threshold_uncertainty_score":0.9979681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045817294891616,"score_gpt":0.255797641951815,"score_spread":0.2153394690028988,"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."}}