{"id":"W4225256493","doi":"10.26451/abc.09.02.06.2022","title":"Great Tits Chosen for Greatness Makes Them Representative: A commentary on Farrar et al.'s \"Replications, Comparisons, Sampling and the Problem of Representativeness in Animal Cognition Research\"","year":2022,"lang":"en","type":"article","venue":"Animal Behavior and Cognition","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Representativeness heuristic; Cognition; Scrutiny; Psychology; Comparative cognition; Animal cognition; Cognitive psychology; Cognitive science; Social psychology; Neuroscience; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05335016,0.001791209,0.003127024,0.001856425,0.009885021,0.008001545,0.01211573,0.0611334,0.001903344],"category_scores_gemma":[0.1867285,0.001505655,0.002455078,0.002175174,0.02765208,0.01034543,0.004717825,0.07307152,0.002174634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01004383,"about_ca_system_score_gemma":0.01279913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02899583,"about_ca_topic_score_gemma":0.03279849,"domain_scores_codex":[0.9461441,0.02835999,0.004956785,0.008197014,0.01064313,0.001699098],"domain_scores_gemma":[0.7565675,0.200948,0.006716958,0.004904811,0.02647553,0.00438717],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007708344,0.00001390656,0.0001816611,0.0003976259,0.00003959207,0.000229929,0.005048711,0.00005378029,0.0001511916,0.007462277,0.9808838,0.005460283],"study_design_scores_gemma":[0.00009949992,0.00007718071,0.001269018,0.002923041,0.00009600642,0.0005285154,0.00532992,0.0002923085,0.0005165516,0.02663611,0.9620441,0.0001877581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000239772,0.008342988,0.0002511523,0.9294686,0.06120323,0.00001116227,0.0000413021,0.00002327324,0.0004184406],"genre_scores_gemma":[0.0035247,0.001885913,0.0003148499,0.9462134,0.04703591,0.00007119976,0.00001394935,0.0000499718,0.0008901643],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9466498,"threshold_uncertainty_score":0.282146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2204592594008883,"score_gpt":0.4459872781301021,"score_spread":0.2255280187292138,"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."}}