{"id":"W1978879201","doi":"10.1007/s00442-011-2167-x","title":"Lemming winter habitat choice: a snow-fencing experiment","year":2011,"lang":"en","type":"article","venue":"Oecologia","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Yukon University; University of British Columbia; Université Laval; Wildlife Conservation Society Canada","funders":"","keywords":"Snow; Tundra; Habitat; Arctic; Ecology; Lagopus; Population; Population density; Population cycle; Nest (protein structural motif); Biology; Snow removal; Snowmelt; Physical geography; Environmental science; Predation; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001581121,0.0001035918,0.0001102181,0.00002128297,0.0002132901,0.000007413509,0.000156869,0.00006846359,0.00688781],"category_scores_gemma":[0.00009864156,0.00008990918,0.00004083407,0.00006670522,0.0001863246,0.0001307671,0.0002280487,0.0001000088,0.001752832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471471,"about_ca_system_score_gemma":0.000005033668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005840933,"about_ca_topic_score_gemma":0.001912855,"domain_scores_codex":[0.9992464,0.00003590874,0.0001502599,0.0002343693,0.00007735145,0.0002556944],"domain_scores_gemma":[0.9996569,0.0001011583,0.00006109223,0.0001305937,0.000005947931,0.00004429651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006770663,0.00007974065,0.9921365,0.000002181312,0.00001802856,0.000009873411,0.002537876,0.00004509028,0.001582295,0.0002562794,0.002517174,0.0008081269],"study_design_scores_gemma":[0.0001861921,0.0001288811,0.9953231,0.000004696783,0.000009613649,0.000003189035,0.0005330143,0.0002796824,0.002014143,0.0005639527,0.0008175171,0.000135985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883305,0.0000268641,0.0004776959,0.0001067435,0.0003075057,0.0001205921,5.752533e-7,0.00005436026,0.1156006],"genre_scores_gemma":[0.9937708,0.000005473122,0.003577909,0.0004757747,0.00001880142,0.00005702401,0.000001313305,0.000007176994,0.002085681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135149,"threshold_uncertainty_score":0.9990244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452657866892749,"score_gpt":0.252878653838418,"score_spread":0.2283520751694905,"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."}}