{"id":"W2892980774","doi":"10.1038/s41598-018-32931-z","title":"Extensive Vibrational Characterisation and Long-Term Monitoring of Honeybee Dorso-Ventral Abdominal Vibration signals","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Term (time); Vibration; Anatomy; Biology; Zoology; Computer science; Neuroscience; Acoustics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000140673,0.0001882619,0.0001625281,0.000336693,0.0001517781,0.0002125109,0.0001484837,0.0002361061,0.000547425],"category_scores_gemma":[0.0002198794,0.0000711058,0.0001220409,0.0002167727,0.00019629,0.000177887,0.0002105202,0.0002620446,0.0001974482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087207,"about_ca_system_score_gemma":0.00007077541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000833085,"about_ca_topic_score_gemma":0.001486698,"domain_scores_codex":[0.9998897,0.0000094077,0.000005013786,0.0000399034,0.00003927007,0.00001671665],"domain_scores_gemma":[0.9998393,0.0000281459,0.00004391924,0.00001731185,0.00004707328,0.00002430323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004947109,0.00002592974,0.01604463,0.00004777115,0.00001368052,0.00005457558,0.0001692068,0.0001656648,0.9747669,0.00003020579,0.00004813748,0.008583763],"study_design_scores_gemma":[0.000006046065,0.0007269456,0.8427439,0.00001453134,0.00004700696,0.0004159884,0.0004355693,0.002137899,0.1513554,0.00007459662,0.002016279,0.00002582223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948006,0.000346589,0.004009309,0.00001258483,0.000006921601,0.00001617014,0.0002077043,0.00002843618,0.0005716792],"genre_scores_gemma":[0.9962942,0.0001723222,0.002566112,0.00001877391,0.000005773356,0.00002218052,0.0002963303,0.00000769663,0.0006164854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000833085,"threshold_uncertainty_score":0.001831353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377216376910323,"score_gpt":0.2660811619587496,"score_spread":0.2523089981896464,"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."}}