{"id":"W4309603145","doi":"10.3390/neurosci3040047","title":"The Case for Octopus Consciousness: Valence","year":2022,"lang":"en","type":"review","venue":"NeuroSci","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Valence (chemistry); Consciousness; octopus (software); Perception; Psychology; Cognitive psychology; Generalist and specialist species; Cognitive science; Ecology; Biology; Neuroscience; Physics","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":[0.000243626,0.0002171282,0.0004802082,0.000006526251,0.0009211216,0.00007703144,0.0005120168,0.0001076952,0.0002662748],"category_scores_gemma":[0.0002369881,0.0000560012,0.0003886975,0.0002009881,0.0001058495,0.00001863065,0.0003072756,0.0002253678,0.00001121621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002222554,"about_ca_system_score_gemma":0.00002645201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001021972,"about_ca_topic_score_gemma":0.0005413732,"domain_scores_codex":[0.9987022,0.000208507,0.0002782835,0.0004213392,0.00007576844,0.0003139551],"domain_scores_gemma":[0.9972081,0.002418927,0.0001857352,0.000107313,0.000017768,0.00006213797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002718164,0.00001488835,0.00000147432,0.0001934504,0.000004703982,0.0001431087,0.000001092843,6.847463e-9,0.000006864544,0.0004117821,0.002935709,0.9962842],"study_design_scores_gemma":[0.00002801765,0.000206663,0.000003646988,0.00003516396,0.00006672471,0.001572784,0.00001454225,9.731748e-7,2.116548e-7,0.0001441458,0.9977762,0.0001509193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008331826,0.9962403,3.384713e-7,0.0002127674,0.001751849,0.0008609991,0.0004889613,0.00005305582,0.0003083756],"genre_scores_gemma":[0.00001564639,0.9965963,0.000004097557,0.0001835222,0.0004104039,0.0004717437,0.0001323345,0.000002042221,0.002183861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9961333,"threshold_uncertainty_score":0.7084615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08883693598412458,"score_gpt":0.3152351299360834,"score_spread":0.2263981939519589,"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."}}