{"id":"W4400013985","doi":"10.1111/2041-210x.14367","title":"Step selection functions with non‐linear and random effects","year":2024,"lang":"en","type":"article","venue":"Methods in Ecology and Evolution","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Dalhousie University","funders":"National Aeronautics and Space Administration","keywords":"Computer science; Selection (genetic algorithm); Smoothing; R package; Equivalence (formal languages); Relevance (law); Ecology; Machine learning; Mathematics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01442358,0.001247851,0.001113445,0.002010852,0.0005204307,0.001674303,0.002860274,0.00175057,0.009486918],"category_scores_gemma":[0.04576072,0.0009031502,0.002947693,0.002233715,0.001548717,0.001642708,0.001933925,0.002119871,0.002473683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008762714,"about_ca_system_score_gemma":0.00144901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006035482,"about_ca_topic_score_gemma":0.005395947,"domain_scores_codex":[0.9926165,0.005721935,0.0002428423,0.0005933809,0.0006154446,0.0002099596],"domain_scores_gemma":[0.9681396,0.02723202,0.0009116516,0.002294794,0.001179821,0.0002421081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005307089,0.0001358667,0.01190093,0.0004281431,0.001271565,0.0004309829,0.0003834583,0.5558593,0.002020564,0.1990135,0.01226047,0.2157646],"study_design_scores_gemma":[0.00005809068,0.00007587719,0.001736306,0.00006177191,0.000079008,0.00007218969,0.00002916098,0.892866,0.0007023523,0.0977222,0.006548457,0.00004859837],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006181038,0.0001516728,0.9915038,0.0001265227,0.00003412402,0.00005980544,0.0003522054,0.001177542,0.0004132469],"genre_scores_gemma":[0.2185871,0.0003927591,0.7686805,0.0003331492,0.0001088492,0.001296533,0.001462365,0.001908092,0.007230642],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01442358,"threshold_uncertainty_score":0.07628012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007072583577439413,"score_gpt":0.2771667886477731,"score_spread":0.2700942050703337,"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."}}