{"id":"W4385285962","doi":"10.3389/fetho.2023.1238167","title":"Ecological uncertainty and antipredator behaviour: an integrative perspective","year":2023,"lang":"en","type":"article","venue":"Frontiers in Ethology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Predation; Foraging; Ecology; Predator; Trade-off; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003225477,0.0001110869,0.0001972616,0.00003903907,0.0001203559,0.00001622481,0.0001178081,0.0001952478,0.00006476881],"category_scores_gemma":[0.00008370924,0.00004214842,0.00003675815,0.0003654218,0.0002835275,0.0001101315,0.00006708904,0.0002351697,0.000009632828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005527313,"about_ca_system_score_gemma":0.00000593334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003055504,"about_ca_topic_score_gemma":0.0005043965,"domain_scores_codex":[0.9988808,0.0002123929,0.0001271183,0.0004645424,0.00006955018,0.0002455688],"domain_scores_gemma":[0.9997686,0.00004752978,0.00003684543,0.00004657658,0.00003774432,0.00006276157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001121681,0.0001624334,0.9418048,0.000001220682,0.000006522608,0.00007152598,0.001598038,0.000009597196,0.02397389,0.001421641,0.002584846,0.02825329],"study_design_scores_gemma":[0.000099048,0.0005509835,0.9733483,0.000003033536,0.000008269917,0.00001980283,0.02045638,0.0001002925,0.0002122747,0.004601525,0.0004845229,0.0001155457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967105,0.0001109899,0.00001486826,0.002139328,0.0005210623,0.0001638776,0.00002342277,0.0001118191,0.0002040754],"genre_scores_gemma":[0.9988319,0.0001438641,0.0004940495,0.00007005408,0.0001172683,0.00002443229,0.00005450941,8.921e-7,0.0002630331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03154349,"threshold_uncertainty_score":0.1718763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192123304832707,"score_gpt":0.2879440559644774,"score_spread":0.2660228229161504,"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."}}