{"id":"W4393120942","doi":"10.3819/ccbr.2024.190003","title":"Comparative Cognition: Insights from Miniature Brains","year":2024,"lang":"en","type":"article","venue":"Comparative Cognition & Behavior Reviews","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Marsden Fund; Royal Society Te Apārangi; Royal Society","keywords":"Comparative cognition; Animal behavior; Animal cognition; Comparative psychology; Cognition; Cognitive science; Psychology; Cognitive psychology; Neuroscience; Biology; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005761344,0.0003434344,0.000364131,0.0008718171,0.0004531633,0.00148024,0.000570707,0.0006113377,0.00276281],"category_scores_gemma":[0.001295378,0.0001664378,0.0002671217,0.000362519,0.004980556,0.003812097,0.001026449,0.001341816,0.0003502384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007220832,"about_ca_system_score_gemma":0.0002029585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009822629,"about_ca_topic_score_gemma":0.001178858,"domain_scores_codex":[0.9998761,0.0000403422,0.000005025005,0.00003839236,0.00002599125,0.00001417496],"domain_scores_gemma":[0.9995912,0.0002159959,0.00004300229,0.00006804537,0.00003866194,0.00004312738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001159903,0.0000442382,0.00433316,0.0009567037,0.0001435452,0.0008530045,0.006611257,0.003441551,0.01017772,0.8100449,0.005242107,0.1580359],"study_design_scores_gemma":[0.00001434759,0.00008350851,0.02592359,0.0001924703,0.00003706336,0.001404034,0.001213899,0.001646529,0.0008541409,0.9022582,0.06634296,0.00002934481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3919046,0.1962287,0.0951962,0.02882303,0.0006582909,0.00004786768,0.0003356448,0.0002566424,0.2865491],"genre_scores_gemma":[0.9183472,0.05026869,0.02299237,0.001669931,0.000621529,0.00005377508,0.0001299185,0.00006860375,0.005847912],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00276281,"threshold_uncertainty_score":0.009242594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.217303242243035,"score_gpt":0.4020168043950655,"score_spread":0.1847135621520306,"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."}}