{"id":"W4414991260","doi":"10.51291/2377-7478.1885","title":"Consciousness of octopuses—on their own terms","year":2025,"lang":"en","type":"article","venue":"Animal Sentience","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Cuttlefish; Cephalopod; Consciousness; Sophistication; Cybernetics; Perception; Vertebrate; Squid","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":[],"consensus_categories":[],"category_scores_codex":[0.00007146171,0.00007908182,0.0001289573,0.000009973725,0.00007651043,0.00001221654,0.000212407,0.00004860215,0.0001748489],"category_scores_gemma":[0.00002971103,0.00002561866,0.00005899392,0.0002275126,0.0001279305,0.00003297434,0.0001016538,0.00004843905,0.00001112236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006400488,"about_ca_system_score_gemma":0.000005703149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002720137,"about_ca_topic_score_gemma":0.0002390975,"domain_scores_codex":[0.9994326,0.00002530816,0.0001320738,0.0001932211,0.00005955684,0.0001572431],"domain_scores_gemma":[0.9997279,0.0001145204,0.00005059924,0.00004615169,0.0000334887,0.00002735852],"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":[0.00006693216,0.0001089071,0.1418378,0.00000626185,0.000008111526,0.000002267603,0.00002727721,1.757059e-7,0.7334172,0.01082358,0.0007096796,0.1129918],"study_design_scores_gemma":[0.00008723733,0.0004451195,0.907824,0.000020795,0.000004323991,0.00000235645,0.0001499666,0.00001339042,0.03942591,0.001468349,0.05046437,0.0000941636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878351,0.00003801044,0.000002410882,0.0006829861,0.0001621179,0.00007973938,0.00001458367,0.00002458148,0.01116044],"genre_scores_gemma":[0.9987618,0.00003086102,0.00001201304,0.0003838809,0.0000429574,0.000003985498,0.000007341597,2.218661e-7,0.000756963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7659863,"threshold_uncertainty_score":0.1914473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00986012085494916,"score_gpt":0.2232797479489446,"score_spread":0.2134196270939954,"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."}}