{"id":"W7147581586","doi":"10.5281/zenodo.19356658","title":"Sterna hirundo","year":2018,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sterna; Population; Hirundo; Cape; East coast","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001507931,0.0007914588,0.0004349806,0.001106382,0.001272582,0.0007409697,0.0004473623,0.0004650842,0.0186145],"category_scores_gemma":[0.0004650761,0.0002181247,0.0002609145,0.0007740607,0.0004761361,0.0009488066,0.001146117,0.0004549233,0.0066321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004060088,"about_ca_system_score_gemma":0.0002947772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006401725,"about_ca_topic_score_gemma":0.01200609,"domain_scores_codex":[0.9997808,0.00002526598,0.00001557347,0.00008171271,0.00005947539,0.00003708602],"domain_scores_gemma":[0.9998516,0.00002134906,0.00004849632,0.00001564459,0.00003452202,0.0000283087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00071151,0.0004044784,0.1052038,0.001383375,0.0001461899,0.004573575,0.004191848,0.0009876175,0.07915959,0.00730674,0.03040755,0.7655238],"study_design_scores_gemma":[0.0001392349,0.0007351167,0.5501904,0.0007570545,0.0002495577,0.01226557,0.005321391,0.001570383,0.007166288,0.005958379,0.4155338,0.0001127396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5938194,0.02052246,0.008016122,0.001090075,0.0008411827,0.0004913937,0.005019854,0.001359432,0.36884],"genre_scores_gemma":[0.9589947,0.003100527,0.004050893,0.0009068325,0.0002577917,0.0001145925,0.001941757,0.00007551839,0.03055745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0186145,"threshold_uncertainty_score":0.06227171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03450974691161784,"score_gpt":0.2506800975877979,"score_spread":0.21617035067618,"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."}}