{"id":"W4401074664","doi":"10.5325/ecumenica.17.1.0107","title":"The Birds","year":2024,"lang":"en","type":"article","venue":"Ecumenica","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zoology; Geography; Biology","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":[0.0001192358,0.00003490724,0.00002368128,0.000003555351,0.0001462282,0.00003081186,0.0001319008,0.00002766658,0.0050476],"category_scores_gemma":[0.000008331994,0.00002022886,0.00002534352,0.00007282673,0.0001368724,0.00005813182,0.0000804558,0.00007899178,0.01326777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003451214,"about_ca_system_score_gemma":0.000004840147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004310402,"about_ca_topic_score_gemma":0.00006835152,"domain_scores_codex":[0.9996489,0.00001472613,0.00005164304,0.0001030097,0.00006107239,0.0001206621],"domain_scores_gemma":[0.9997948,0.00005566551,0.000005125627,0.0001185628,4.617536e-7,0.00002542898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001274135,0.00006001607,0.2521476,0.00000344913,0.00002156837,0.0001204164,0.0004486872,0.00001657389,0.008199397,0.003506379,0.4821606,0.2533026],"study_design_scores_gemma":[0.0000242006,0.00002288051,0.1635288,0.000001702937,0.000007283524,0.000008990665,0.00001503994,0.00004955962,0.0005758025,0.001286879,0.8344325,0.00004633582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8924217,0.0003439864,0.00004852016,0.005954242,0.0007421113,0.00009975949,0.00000146945,0.0001585083,0.1002298],"genre_scores_gemma":[0.9721082,0.00002091127,0.00007713374,0.000153576,0.00003034562,0.00001235804,3.237412e-7,0.000004718255,0.02759237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3522719,"threshold_uncertainty_score":0.9958619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006795986873423166,"score_gpt":0.2438760846674972,"score_spread":0.237080097794074,"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."}}