{"id":"W2109558952","doi":"10.1093/beheco/arp182","title":"Does water velocity influence optimal escape behaviors in stream insects?","year":2009,"lang":"en","type":"article","venue":"Behavioral Ecology","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Predation; Biology; Benthic zone; Predator; Ecology; Escape response; Habitat; STREAMS","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001808085,0.0002185733,0.0002769681,0.00009592301,0.0001668105,0.0000287596,0.000429769,0.0002869987,0.009089777],"category_scores_gemma":[0.000007728039,0.0001486422,0.00006591566,0.000157141,0.0003406232,0.0004540956,0.0003104339,0.0003011203,0.001867282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000373263,"about_ca_system_score_gemma":0.00001491899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003089536,"about_ca_topic_score_gemma":0.02377048,"domain_scores_codex":[0.9981897,0.00009691856,0.0002880908,0.0005063544,0.0001496643,0.0007692106],"domain_scores_gemma":[0.9995329,0.00001314515,0.0000511328,0.0002493454,0.0000105151,0.0001429021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006797036,0.0007472389,0.9716312,0.000001826484,0.000002068318,0.0003506007,0.001015253,0.001920964,0.02118872,0.00001514187,0.0005890883,0.002469955],"study_design_scores_gemma":[0.0006399582,0.0007450965,0.9831269,0.000002232551,0.00002232486,0.00001691786,0.0001416246,0.0001694922,0.0138849,0.0002656662,0.000703754,0.0002810772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984424,0.00000171858,0.000001870297,0.0005712405,0.0002841455,0.0002504518,0.00001262164,0.00006617725,0.0003693756],"genre_scores_gemma":[0.9980899,0.000004326861,0.0003882805,0.0009575809,0.00001500619,0.00001852332,0.00003408902,0.000008929732,0.0004833724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02068094,"threshold_uncertainty_score":0.9989099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008605802860169962,"score_gpt":0.2261100497976668,"score_spread":0.2175042469374968,"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."}}