{"id":"W2807293041","doi":"10.1007/s10071-018-1194-y","title":"Testing domain general learning in an Australian lizard","year":2018,"lang":"en","type":"article","venue":"Animal Cognition","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"National Natural Science Foundation of China; Macquarie University; NSW Office of Environment and Heritage","keywords":"Lizard; Cognitive psychology; Cognition; Domain (mathematical analysis); Animal cognition; Spatial cognition; Flexibility (engineering); Spatial ability; Psychology; Artificial intelligence; Computer science; Ecology; Biology; Neuroscience; Statistics","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":[0.0001346379,0.00006511419,0.00005764266,0.00002218412,0.0001006259,0.0000145182,0.00005681341,0.00006577001,0.001270533],"category_scores_gemma":[0.00003052336,0.00006091386,0.00001340037,0.0001367764,0.0001793399,0.0001425546,0.00004264117,0.00009380235,0.0008881619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003217941,"about_ca_system_score_gemma":0.000004222458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001302426,"about_ca_topic_score_gemma":0.0003941936,"domain_scores_codex":[0.9993632,0.0000725335,0.00009973718,0.0002014118,0.00006846517,0.0001946767],"domain_scores_gemma":[0.9998459,0.00001242768,0.00003388194,0.00004703116,0.000007874401,0.00005288207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004160732,0.00004026688,0.3576563,0.000001330032,0.000001129531,0.00001409047,0.0002058111,0.00001070918,0.6311187,0.00003838862,0.0001818856,0.01068979],"study_design_scores_gemma":[0.0002362774,0.000991831,0.9894499,0.00001162335,0.000003536308,0.00001961232,0.000154648,0.0006327308,0.004668817,0.0004983666,0.003197215,0.0001355027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756304,0.00000133766,0.00002635748,0.00006113563,0.00003409528,0.00006137818,9.508971e-7,0.00004429573,0.02414006],"genre_scores_gemma":[0.9967598,6.151163e-7,0.002399038,0.0001804544,0.000210687,0.000004149346,0.000015697,0.000006919113,0.0004226042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6317936,"threshold_uncertainty_score":0.9998898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03788099065246123,"score_gpt":0.2779820747959703,"score_spread":0.240101084143509,"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."}}