{"id":"W6987318616","doi":"","title":"Songbirds: &lt;i&gt;A Colorful Chorus&lt;/i&gt;","year":2002,"lang":"en","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":"Creatures; Habitat; Wildlife; Fish <Actinopterygii>; Wildlife management; Natural (archaeology); National park","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001857733,0.0002308844,0.0002199286,0.00005075785,0.0003476836,0.00003673148,0.0004994113,0.0002540408,0.04688117],"category_scores_gemma":[0.0000529372,0.0002223643,0.0001059968,0.0002856521,0.000455288,0.0003065708,0.0002476834,0.0002466538,0.02150075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394831,"about_ca_system_score_gemma":0.000008501149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00014479,"about_ca_topic_score_gemma":0.004704646,"domain_scores_codex":[0.9982809,0.00008577969,0.0002677897,0.0004668702,0.0002936994,0.0006049778],"domain_scores_gemma":[0.999176,0.00007204854,0.0000960031,0.0004611663,0.000008114814,0.0001866174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002140801,0.0005173569,0.8764089,0.000004627394,0.00001804083,0.000142977,0.000795849,0.00002886944,0.0545994,0.0001726237,0.05980289,0.007487098],"study_design_scores_gemma":[0.0004430398,0.0001891881,0.8285714,0.000006233397,0.00003023003,0.00005236557,0.000004278485,0.0001273364,0.0003237378,0.0001252578,0.1698302,0.0002967051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933082,0.000172769,0.00002143292,0.0004188001,0.0004592536,0.0002607864,0.00001284366,0.0001562682,0.06541579],"genre_scores_gemma":[0.9812343,0.00006072723,0.0003127293,0.0005814871,0.0001076964,0.00005650982,0.000006705826,0.00003137788,0.0176085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100274,"threshold_uncertainty_score":0.9792611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653158849846541,"score_gpt":0.2182942655869262,"score_spread":0.2017626770884607,"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."}}