{"id":"W4237655513","doi":"10.1093/beheco/arp171","title":"Eboard","year":2009,"lang":"en","type":"article","venue":"Behavioral Ecology","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006819522,0.0009596889,0.000665966,0.002074135,0.001290648,0.003132195,0.001126536,0.001302672,0.5969376],"category_scores_gemma":[0.001941514,0.0005425768,0.0005128314,0.001385411,0.0004782001,0.002057378,0.001813237,0.001390863,0.3496327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005362636,"about_ca_system_score_gemma":0.0009218362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969838,"about_ca_topic_score_gemma":0.006440695,"domain_scores_codex":[0.9993609,0.00005231002,0.0000225038,0.0001640521,0.0003273048,0.00007302789],"domain_scores_gemma":[0.9991647,0.000121215,0.00003359048,0.00024677,0.0002722649,0.0001615118],"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":[0.000251145,0.00009657133,0.0004680874,0.0002109411,0.00001584271,0.0001855246,0.0001874394,0.0003558975,0.003759192,0.0199261,0.4190056,0.5555377],"study_design_scores_gemma":[0.00002588042,0.00002280885,0.0004758224,0.00004676797,0.00001016301,0.0001476418,0.00004484432,0.0003982886,0.001601288,0.003428961,0.9937883,0.000009132998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002023978,0.001439922,0.01478971,0.0009273219,0.0006659459,0.00008723417,0.002178536,0.00739529,0.970492],"genre_scores_gemma":[0.006393949,0.0004781699,0.00565551,0.00021991,0.00008706129,0.00003494093,0.001511817,0.001238859,0.9843798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5969376,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421194447248469,"score_gpt":0.2688746839276572,"score_spread":0.2546627394551725,"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."}}