{"id":"W4413584606","doi":"10.64628/aam.sypwnwesy","title":"The hidden world of octopus cities and culture shows why it’s wrong to farm them","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Primate Behavior and Ecology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"octopus (software); Geography; Economic geography; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004290757,0.0001697612,0.00009789531,0.0003126438,0.001232318,0.002215883,0.0001639017,0.001126622,0.009661197],"category_scores_gemma":[0.002523656,0.0001081415,0.000122053,0.0005547871,0.004263887,0.002696234,0.0006095887,0.001594886,0.0009502808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006695431,"about_ca_system_score_gemma":0.0003974138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081556,"about_ca_topic_score_gemma":0.01557775,"domain_scores_codex":[0.9998176,0.00006047519,0.000004659985,0.00003082626,0.0000408099,0.00004580109],"domain_scores_gemma":[0.9991405,0.0003662168,0.0001371081,0.000109323,0.000102434,0.0001444131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004694228,0.0001632338,0.08737209,0.0002472736,0.0001881847,0.001394724,0.02114404,0.002794969,0.01552705,0.5860401,0.1700532,0.1146056],"study_design_scores_gemma":[0.0000547926,0.0001117456,0.1463136,0.0002913663,0.00008574049,0.001254621,0.03830858,0.005017748,0.004444872,0.5304942,0.2734848,0.0001380431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5545878,0.001911969,0.01501909,0.1159583,0.002161361,0.0000113559,0.0004825918,0.0001773493,0.3096902],"genre_scores_gemma":[0.9762399,0.0006590878,0.001897689,0.004781676,0.0002946255,0.000004836852,0.0001004114,0.0001088171,0.01591293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01081556,"threshold_uncertainty_score":0.0323199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0690937676039312,"score_gpt":0.3447078115701495,"score_spread":0.2756140439662183,"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."}}