{"id":"W1975047364","doi":"10.1002/ece3.454","title":"The effect of turbidity on recognition and generalization of predators and non‐predators in aquatic ecosystems","year":2012,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Predation; Ecology; Trophic level; Ecosystem; Intraguild predation; Biology; Aquatic ecosystem; Predator","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":[0.0006103262,0.0000549106,0.0001056569,0.00003106122,0.0001132386,0.000001744771,0.00002210018,0.0000668342,0.00001686442],"category_scores_gemma":[0.00009251863,0.00004001339,0.000007184213,0.00005883549,0.0001900954,0.000110409,0.0000588677,0.00004033593,0.000006783709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003511654,"about_ca_system_score_gemma":0.000001160958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001517388,"about_ca_topic_score_gemma":0.004528603,"domain_scores_codex":[0.9994733,0.0001619948,0.0001245761,0.00009417405,0.0000374917,0.0001085008],"domain_scores_gemma":[0.999668,0.0001827854,0.00008176534,0.00004835033,0.000002000881,0.00001710151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004145473,0.00001903148,0.9984921,0.00003062662,0.0000103997,7.191998e-8,0.0001638708,0.00002619306,0.0001350501,0.00006016325,0.0005639686,0.0004570475],"study_design_scores_gemma":[0.0003145389,0.0003143824,0.9970981,0.000009170316,0.00002301464,0.000001015584,0.00005380492,0.001119409,0.0004340489,0.0005524436,0.0000432123,0.00003681527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988903,0.0001077676,0.00003482678,0.0000636055,0.0001500805,0.0002473103,0.000002422371,0.000003540608,0.0005001828],"genre_scores_gemma":[0.9997225,0.0001878209,0.00001099144,0.00001497201,0.00001092631,0.00002554196,0.00000548262,0.000001932506,0.00001985097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004376864,"threshold_uncertainty_score":0.2527066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008042551167536764,"score_gpt":0.2060654203416899,"score_spread":0.1980228691741531,"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."}}