{"id":"W7093323420","doi":"10.5683/sp3/kvsbeu","title":"Replication Data for: Breed and Individual Variation in Win–Stay/Lose–Shift Behaviour and Perseverance for Food Rewards in Domestic Dogs (Canis familiaris)","year":2025,"lang":"","type":"dataset","venue":"Borealis","topic":"Organizational Management and Change","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"German; Breed; Replication (statistics); Variation (astronomy); Selection (genetic algorithm); Valuation (finance); Demographics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001716179,0.0006024505,0.0006966279,0.001123987,0.0003426196,0.0009090749,0.001107055,0.0004820568,0.00002684495],"category_scores_gemma":[0.001224875,0.0007093814,0.00005816327,0.001102273,0.0000962101,0.001954901,0.001413755,0.0002902872,8.709951e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352692,"about_ca_system_score_gemma":0.0001266877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02053369,"about_ca_topic_score_gemma":0.07657851,"domain_scores_codex":[0.9961194,0.0000478308,0.0009853382,0.001824928,0.0004808322,0.0005416533],"domain_scores_gemma":[0.9968539,0.0002891436,0.0007347512,0.001811013,0.0002740403,0.00003717114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003800559,0.0004795806,0.03641762,0.005085593,0.0002267454,0.000008771896,0.0003741392,0.000009583809,0.000003871047,0.009408038,0.9438133,0.003792741],"study_design_scores_gemma":[0.003852829,0.00009901277,0.5432645,0.0005470277,0.001128732,0.000001071345,0.0002584895,0.0020837,3.725018e-7,0.004954743,0.4430854,0.0007241094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005746585,0.0007976138,0.0008914237,0.003145094,0.0003813805,0.004298732,0.9845793,0.00004712439,0.0001127648],"genre_scores_gemma":[0.07976017,0.001032698,0.0004305271,0.001049466,0.0007818672,0.0004974803,0.9162969,0.00005135393,0.00009952713],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5068469,"threshold_uncertainty_score":0.9995357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723238907685301,"score_gpt":0.2751573973631719,"score_spread":0.2379250082863189,"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."}}