{"id":"W4281853709","doi":"10.1098/rsos.212001","title":"Links between personality traits and problem-solving performance in zebra finches (<i>Taeniopygia guttata</i>)","year":2022,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of General Medical Sciences; Animal Behavior Society","keywords":"Boldness; Personality; Taeniopygia; Big Five personality traits; Trait; Psychology; Cognition; Neophobia; Zebra finch; Dominance (genetics); Cognitive psychology; Developmental psychology; Social psychology; 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":[0.0001592415,0.0002291278,0.000145873,0.0005039374,0.0002240715,0.0002828454,0.0001156318,0.0002783657,0.0008923711],"category_scores_gemma":[0.000416585,0.0001492337,0.0001107562,0.0001594443,0.0004112147,0.0001431655,0.0002496818,0.0003725888,0.0001517918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362831,"about_ca_system_score_gemma":0.00009309665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006253542,"about_ca_topic_score_gemma":0.01854765,"domain_scores_codex":[0.9999141,0.00001667879,0.000005821995,0.0000318001,0.00001165421,0.00001998634],"domain_scores_gemma":[0.9994285,0.00008546068,0.0002737064,0.0000458272,0.00004376133,0.000122849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005573857,0.0003907756,0.8910344,0.0000510036,0.0001653817,0.000178001,0.0007210057,0.0004428708,0.09752335,0.00004960989,0.0002092686,0.008676999],"study_design_scores_gemma":[9.898147e-7,0.0001008169,0.9995733,6.818797e-7,0.000003277458,0.00001938472,0.00002806538,0.00006064643,0.0001852652,0.000004466529,0.00002140541,0.000001613138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998298,0.00002692034,0.00001841484,0.000005596943,5.782751e-7,0.0000015071,0.00003809981,0.000001737954,0.00007730225],"genre_scores_gemma":[0.9994271,0.00002448468,0.00009598369,0.0000122136,0.000001497793,0.000005353045,0.0001127329,0.000001231571,0.0003194063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006253542,"threshold_uncertainty_score":0.0124343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03280298421356335,"score_gpt":0.2613066683054457,"score_spread":0.2285036840918823,"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."}}