{"id":"W4280587593","doi":"10.3389/fevo.2022.903769","title":"The Adaptive Significance of Flash Behavior: A Bayesian Model","year":2022,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Predation; Crypsis; Predator; Flash (photography); Ecology; Computer science; 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":[0.004360897,0.0009953016,0.001840177,0.001138799,0.0009046363,0.002534002,0.003443171,0.003958651,0.007824324],"category_scores_gemma":[0.01839941,0.000863298,0.001330082,0.0008578381,0.002275123,0.003431779,0.001460976,0.00285094,0.00138143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002025063,"about_ca_system_score_gemma":0.001078405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01450693,"about_ca_topic_score_gemma":0.008181063,"domain_scores_codex":[0.9987944,0.0005632421,0.000032174,0.0002988006,0.0001298595,0.0001814732],"domain_scores_gemma":[0.9920781,0.006058953,0.0007127232,0.0002911114,0.0004183994,0.0004407114],"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":[0.0003913764,0.0002415444,0.0159777,0.0002351635,0.0002920802,0.0008457915,0.0008507062,0.6234939,0.002424249,0.3178144,0.005977677,0.03145537],"study_design_scores_gemma":[0.00008108471,0.00006973725,0.002614809,0.00002946473,0.00006112837,0.0002056363,0.00007047637,0.8565332,0.00006304413,0.1392396,0.0009717928,0.00006008168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3315264,0.001637534,0.6182694,0.009320253,0.0001982912,0.0002612628,0.001367562,0.0005649314,0.03685438],"genre_scores_gemma":[0.9377123,0.001207695,0.0354873,0.00094588,0.0002167409,0.0003506112,0.0004849433,0.00009781631,0.02349673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01450693,"threshold_uncertainty_score":0.02884501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142116482000762,"score_gpt":0.2000195384523707,"score_spread":0.1885983736323631,"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."}}