{"id":"W4404530831","doi":"10.1017/s001221732400009x","title":"Talking Lions","year":2024,"lang":"en","type":"article","venue":"Dialogue","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University; Champlain Regional College","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004701536,0.00002935736,0.00002911388,0.00001019941,0.0001109759,0.00001028502,0.00005037965,0.00002421804,0.001238098],"category_scores_gemma":[0.00001084822,0.00002423132,0.00002130205,0.00007967324,0.00008700413,0.00005424208,0.0001123114,0.00004543156,0.006314749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002297216,"about_ca_system_score_gemma":0.00000144117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007179313,"about_ca_topic_score_gemma":0.0003497114,"domain_scores_codex":[0.9997571,0.000007493268,0.00002598865,0.0000930983,0.00003471414,0.00008165374],"domain_scores_gemma":[0.9999123,0.00003078838,0.000003078065,0.00003756036,5.700193e-7,0.00001568358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003086038,0.00003884795,0.6466644,0.000009043504,0.00003847936,0.0001635002,0.002237278,0.00003811452,0.001378471,0.00257026,0.3322265,0.01463205],"study_design_scores_gemma":[0.00006461016,0.00003859864,0.5191659,0.000009196516,0.00002296068,0.000007824601,0.0001469759,0.0001261341,0.0004520797,0.002854007,0.4769727,0.0001390022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8182425,0.0002379612,0.0001028112,0.002843614,0.0009136323,0.00006674819,0.00002085922,0.0001594916,0.1774124],"genre_scores_gemma":[0.9982756,0.00002259147,0.0000869155,0.0002801073,0.00003532842,0.000001805637,0.000004875357,0.000001259531,0.001291537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1800331,"threshold_uncertainty_score":0.9996749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111020654150532,"score_gpt":0.2130278037965389,"score_spread":0.2019175972550336,"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."}}