{"id":"W4232462230","doi":"10.1093/beheco/arq134","title":"Eboard","year":2010,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006801258,0.0009475396,0.0006534496,0.002070481,0.001305853,0.003066774,0.001122928,0.001290224,0.5896137],"category_scores_gemma":[0.001888133,0.0005282384,0.0005063573,0.001365912,0.000477132,0.002002121,0.001797216,0.001380892,0.3363361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005360784,"about_ca_system_score_gemma":0.0009283331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003014902,"about_ca_topic_score_gemma":0.006579841,"domain_scores_codex":[0.9993657,0.00005161871,0.00002180392,0.0001623471,0.0003253563,0.00007309262],"domain_scores_gemma":[0.9991785,0.0001171534,0.00003251799,0.0002412057,0.0002689587,0.0001616491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002740433,0.0001018649,0.0004982339,0.00021458,0.00001629924,0.0001938011,0.0001953577,0.0003636508,0.004083321,0.02007177,0.4105336,0.5634535],"study_design_scores_gemma":[0.00002662395,0.0000242728,0.0005008622,0.00004585166,0.00001044781,0.0001499919,0.000046431,0.0004036539,0.001703857,0.003307977,0.9937708,0.000009150795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002176202,0.001403966,0.0147303,0.0009226032,0.0006810483,0.00008991388,0.00212405,0.007204882,0.970667],"genre_scores_gemma":[0.00681837,0.0004715062,0.005769704,0.0002234238,0.00008855711,0.00003534754,0.001519736,0.001199435,0.9838738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4103863,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009861643320448147,"score_gpt":0.2586714081044521,"score_spread":0.248809764784004,"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."}}