{"id":"W7153688167","doi":"","title":"Long-billed Marsh Wren in New Brunswick","year":2024,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0002087784,0.0001959176,0.0002555899,0.001392024,0.001907174,0.0007814673,0.0007379414,0.0003533825,0.005930968],"category_scores_gemma":[0.0003703328,0.0002393911,0.0001864159,0.002502248,0.0007913162,0.0004792319,0.001128856,0.0005179064,0.0008563545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007112665,"about_ca_system_score_gemma":0.007150923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9122385,"about_ca_topic_score_gemma":0.9941292,"domain_scores_codex":[0.9998229,0.00001168864,0.000007997731,0.0000322279,0.00003743883,0.0000877845],"domain_scores_gemma":[0.9997445,0.00002343996,0.00004406342,0.00001623294,0.00009892586,0.00007284908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000675372,0.0001967337,0.6839575,0.0008727469,0.000219029,0.009777626,0.02801554,0.001314095,0.02170728,0.007088393,0.05086158,0.1953142],"study_design_scores_gemma":[0.000008343315,0.00002482423,0.8933296,0.0001131355,0.00001501464,0.0003677042,0.01725302,0.000124946,0.000404133,0.0001428338,0.08819784,0.0000185634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8878751,0.004707267,0.0005535866,0.001999271,0.0001783082,0.000136838,0.006514978,0.00006672015,0.09796785],"genre_scores_gemma":[0.8840388,0.003116642,0.001284878,0.0005426529,0.00002143865,0.00006286566,0.004584045,0.00004428161,0.1063044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08776146,"threshold_uncertainty_score":0.1765566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887125799557789,"score_gpt":0.1925282814483128,"score_spread":0.1736570234527349,"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."}}