{"id":"W6903134057","doi":"10.7939/r3-98d2-3g50","title":"Mathematical methods for exploring the cognitive drivers of animal movement","year":2023,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Diffusion and Search Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variation (astronomy); Leverage (statistics); Resource (disambiguation); Cognition; Movement (music); Cognitive map; Spatial learning; Animal learning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000830184,0.000108098,0.0001793024,0.00006442102,0.00006395019,0.000006356785,0.0002707185,0.0001169195,0.00008826909],"category_scores_gemma":[0.00008822716,0.0001001655,0.0001890612,0.0000758145,0.0000803583,0.00001075274,0.0001328375,0.00007493086,0.000003501366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003712708,"about_ca_system_score_gemma":0.0001028449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004618758,"about_ca_topic_score_gemma":0.00007423059,"domain_scores_codex":[0.9994325,0.00005836014,0.0001170707,0.0001854635,0.00008951499,0.0001170688],"domain_scores_gemma":[0.9993972,0.0002352011,0.0001189716,0.0001501348,0.00005469559,0.00004380359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02138815,0.001865693,0.001809063,0.006774806,0.006212095,0.00002872179,0.09194183,0.00006101908,0.6243774,0.08937583,0.04236635,0.113799],"study_design_scores_gemma":[0.005589866,0.004068108,0.01520705,0.001675662,0.001230126,0.000002360041,0.2829048,0.00579031,0.6046498,0.008142793,0.06914799,0.001591183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9874755,0.00003740643,0.001244984,0.0001231401,0.0001123197,0.0003655532,0.00004248504,0.000007724466,0.01059095],"genre_scores_gemma":[0.3707339,0.004050287,0.05900397,0.0004808888,0.0002628041,0.00002566604,0.02096871,0.0003009598,0.5441728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6167415,"threshold_uncertainty_score":0.408463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652585123260327,"score_gpt":0.2909027801562211,"score_spread":0.2643769289236179,"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."}}