{"id":"W2766565285","doi":"10.1101/207712","title":"Calling song maturity in two-spotted cricket, <i>Gryllus bimaculatus</i> : its patterns and a possible physical explanation","year":2017,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Japan Society for the Promotion of Science; Mishima Kaiun Memorial Foundation","keywords":"Gryllus bimaculatus; Cricket; Field cricket; Biology; Orthoptera; Animal communication; Trait; Sexual maturity; Zoology; Ecology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001178247,0.0001854237,0.0001940871,0.000946552,0.0002197662,0.0002138498,0.0001930988,0.0003059647,0.001195274],"category_scores_gemma":[0.0002957678,0.0001437447,0.0001603353,0.0002947637,0.0002025458,0.0001771261,0.0002398391,0.0002133974,0.0002689301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527405,"about_ca_system_score_gemma":0.00006054172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224739,"about_ca_topic_score_gemma":0.003640171,"domain_scores_codex":[0.9999309,0.00000689439,0.00000580968,0.00002713228,0.00001396022,0.00001530156],"domain_scores_gemma":[0.9997041,0.00002808498,0.0001302742,0.00001156948,0.00004543707,0.00008055554],"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":[0.0005023085,0.0001059542,0.3991275,0.0001633599,0.00004057478,0.0005187967,0.0006768189,0.0002118573,0.5857604,0.00007211065,0.0001758266,0.01264442],"study_design_scores_gemma":[8.680634e-7,0.00007656484,0.9975794,0.000002630272,0.000003530969,0.0001485238,0.00007297958,0.0001042259,0.001933033,0.000005533263,0.0000694329,0.000003233411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993137,0.0001342653,0.0001037187,0.000006664565,0.00000165198,0.000004904362,0.0001005532,0.000007452756,0.000327037],"genre_scores_gemma":[0.9992138,0.00004516075,0.0002174296,0.000008205619,0.000003129926,0.000006830528,0.0001536719,0.000003172573,0.0003486399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002224739,"threshold_uncertainty_score":0.004423559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553810679479404,"score_gpt":0.2499038943982593,"score_spread":0.2243657876034652,"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."}}