{"id":"W4362730527","doi":"10.3819/ccbr.2023.180001","title":"In Celebration of the 30th Meeting of the Conference on Comparative Cognition","year":2023,"lang":"en","type":"article","venue":"Comparative Cognition & Behavior Reviews","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comparative cognition; Cognition; Animal behavior; Cognitive science; Animal cognition; Comparative psychology; Psychology; Cognitive psychology; Zoology; Neuroscience; Biology","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":[0.006060698,0.001345131,0.002203375,0.001885265,0.004180066,0.0094808,0.002002912,0.0085477,0.02413633],"category_scores_gemma":[0.009518811,0.0004540193,0.001540414,0.001261362,0.00302103,0.005382107,0.006145919,0.01244103,0.007564587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004190715,"about_ca_system_score_gemma":0.002737907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003579421,"about_ca_topic_score_gemma":0.01680507,"domain_scores_codex":[0.9974127,0.0005817198,0.0001220212,0.0004619926,0.0009213862,0.0005002122],"domain_scores_gemma":[0.993275,0.001164373,0.0003629183,0.0002870646,0.001690884,0.003219796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007811414,0.00002821027,0.000187775,0.0001021118,0.00001839093,0.00007002567,0.0001469254,0.00003185103,0.0001841231,0.005775306,0.9839445,0.009432705],"study_design_scores_gemma":[0.00001944908,0.00004797342,0.00154391,0.0001689293,0.0000174626,0.00006047383,0.0003909606,0.00006582917,0.000128444,0.003682515,0.9938517,0.00002235817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001138589,0.03580408,0.0009393918,0.252485,0.6951369,0.00003165158,0.0001916708,0.00007458113,0.01419805],"genre_scores_gemma":[0.03141824,0.03053952,0.002151167,0.1152442,0.6459146,0.0002413057,0.0008824139,0.000445715,0.1731628],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02413633,"threshold_uncertainty_score":0.08074409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2678335447320297,"score_gpt":0.3954224494556822,"score_spread":0.1275889047236525,"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."}}