{"id":"W2125793369","doi":"10.1890/04-0147","title":"PREDICTIVE MODELS OF MOVEMENT BY SERENGETI GRAZERS","year":2004,"lang":"en","type":"article","venue":"Ecology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Parks Canada; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Northwestern University","keywords":"Ecology; Movement (music); Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001413401,0.00053799,0.0004936761,0.0007622456,0.0004724845,0.0009499749,0.0007623251,0.0006052211,0.001549825],"category_scores_gemma":[0.002859785,0.0003858013,0.0004486213,0.0003369057,0.0008126256,0.000576295,0.0004452186,0.0005697605,0.000205888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009485861,"about_ca_system_score_gemma":0.000473865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03383427,"about_ca_topic_score_gemma":0.02722128,"domain_scores_codex":[0.9998434,0.00005454134,0.000008159326,0.00004712841,0.000009064522,0.00003783215],"domain_scores_gemma":[0.9987004,0.0008706097,0.0002483245,0.00005005361,0.00006456271,0.00006610832],"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":[0.0001233289,0.0000376528,0.04998894,0.00001396973,0.00004827772,0.00005817187,0.00009091238,0.9428768,0.0001910517,0.001569675,0.0002801744,0.004720952],"study_design_scores_gemma":[0.00001497344,0.0000236486,0.006808497,0.000005795765,0.00001005408,0.00001483792,0.0000234731,0.9911843,0.00004127132,0.001775435,0.00009250419,0.000005170902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818088,0.0001857148,0.01626232,0.0002504641,0.00001445967,0.00001954261,0.0003125569,0.00008204429,0.001064001],"genre_scores_gemma":[0.9976311,0.0001030172,0.001410053,0.00001686642,0.00001017361,0.00002170517,0.0002374265,0.000006150303,0.0005635344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03383427,"threshold_uncertainty_score":0.06727469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007337325997250973,"score_gpt":0.194824716815038,"score_spread":0.187487390817787,"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."}}