{"id":"W7103309674","doi":"","title":"Use of overhead wires to deter\\nwaterfowl from sewage treatment\\nponds","year":2011,"lang":"","type":"article","venue":"Insecta mundi","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waterfowl; Overhead (engineering); Goose; Sewage; Variety (cybernetics); Anatidae","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000110324,0.0004850125,0.0005437743,0.0001146759,0.0002449085,0.0000473166,0.000562174,0.0003946503,0.04604604],"category_scores_gemma":[0.00003123733,0.0004387028,0.0002255178,0.0002697159,0.0006302218,0.0006763792,0.0004292349,0.0002005677,0.004551261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000418344,"about_ca_system_score_gemma":0.00004440239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07293297,"about_ca_topic_score_gemma":0.04059458,"domain_scores_codex":[0.9973592,0.0001792033,0.0006256049,0.0008180045,0.0002737835,0.0007441667],"domain_scores_gemma":[0.9982885,0.0001412595,0.0002322905,0.0009546433,0.00001472795,0.000368578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003590013,0.00119644,0.8891543,0.000004698207,0.00008913522,0.0001416007,0.01003304,0.000005858598,0.08179943,0.000004516754,0.0002034286,0.01700859],"study_design_scores_gemma":[0.0006992489,0.002293787,0.9411223,0.0000456018,0.0002457532,0.00001194168,0.00002907255,0.00002303866,0.05337448,0.00007191108,0.0016443,0.0004385738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964641,0.00007129864,0.00002862612,0.00005468839,0.0007714952,0.0005934854,0.0004457142,0.0000416262,0.001528992],"genre_scores_gemma":[0.9929886,0.00007437586,0.001782293,0.000278768,0.00007055332,0.00004629669,0.0000193139,0.00004582081,0.004693936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05196803,"threshold_uncertainty_score":0.9998065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046793774957025,"score_gpt":0.2546216042023339,"score_spread":0.1499422267066314,"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."}}