{"id":"W4393032377","doi":"10.3819/ccbr.2024.190012","title":"Comparative Cognition Research: Where Do We Go from Here?","year":2024,"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; Animal cognition; Animal behavior; Comparative psychology; Psychology; Cognition; Cognitive science; 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":[0.05370978,0.001897423,0.005560828,0.007192841,0.006233456,0.01746093,0.005690227,0.01210993,0.01437307],"category_scores_gemma":[0.09614514,0.001017264,0.001610971,0.008232103,0.04548726,0.06217232,0.00644579,0.02510364,0.005077871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006697811,"about_ca_system_score_gemma":0.009882342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00907742,"about_ca_topic_score_gemma":0.007829134,"domain_scores_codex":[0.9845673,0.009631255,0.000923262,0.001916553,0.002326788,0.0006349551],"domain_scores_gemma":[0.8871363,0.0780251,0.003375503,0.009232871,0.01673668,0.005493627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001573433,0.0001880597,0.002841981,0.009054333,0.000531861,0.0003175739,0.008091666,0.0003452388,0.0005645416,0.41957,0.2079951,0.3503423],"study_design_scores_gemma":[0.00004301346,0.0000782408,0.001814039,0.009763285,0.00009250487,0.0002561528,0.007328782,0.0002032695,0.0001731041,0.6964712,0.2836834,0.00009310812],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0006833812,0.4262581,0.0072537,0.5444148,0.01312035,0.00003766727,0.0001185223,0.0001024889,0.008010874],"genre_scores_gemma":[0.04882675,0.7418644,0.02564497,0.1444412,0.03374425,0.0003182855,0.0002659691,0.000374113,0.004520003],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05370978,"threshold_uncertainty_score":0.2840479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4356080757491476,"score_gpt":0.471830176574803,"score_spread":0.03622210082565541,"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."}}