{"id":"W6947923651","doi":"10.4224/23001634","title":"Seven new worlds","year":2017,"lang":"en","type":"article","venue":"NPARC","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01570782,0.000839798,0.001786478,0.003446372,0.005750543,0.01165235,0.00316957,0.006976919,0.4305716],"category_scores_gemma":[0.07816624,0.001061239,0.001221131,0.001095788,0.003256429,0.006249519,0.008904778,0.007350695,0.257224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002966739,"about_ca_system_score_gemma":0.009856518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152635,"about_ca_topic_score_gemma":0.004428193,"domain_scores_codex":[0.9790122,0.004333521,0.0009068437,0.001658242,0.01166829,0.002421012],"domain_scores_gemma":[0.8704932,0.008249259,0.002978821,0.01575063,0.07135948,0.03116856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007720264,0.00002977932,0.0004177218,0.0002065061,0.0000148565,0.0002043583,0.0001063404,0.00003543417,0.0003489287,0.003914489,0.9557753,0.03886927],"study_design_scores_gemma":[0.00002629238,0.00001887205,0.0008060127,0.0001614727,0.000009411567,0.0002049966,0.0002348953,0.0001281513,0.0002415569,0.002788616,0.9953561,0.00002357057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004600921,0.005087421,0.004026086,0.1895483,0.3372732,0.000939379,0.002362046,0.001907881,0.4542547],"genre_scores_gemma":[0.02247126,0.003157603,0.002427279,0.0152623,0.04832239,0.0004687413,0.002286281,0.001306991,0.9042972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4305716,"threshold_uncertainty_score":0.8122205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781141802345843,"score_gpt":0.3216306846450435,"score_spread":0.2838192666215851,"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."}}