{"id":"W4393353094","doi":"10.3390/e26040303","title":"Shared Protentions in Multi-Agent Active Inference","year":2024,"lang":"en","type":"article","venue":"Entropy","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Wellcome Trust","keywords":"Inference; Category theory; Computer science; Cognitive science; Artificial intelligence; Topos theory; Situation calculus; Phenomenology (philosophy); Theoretical computer science; Epistemology; Mathematics; Psychology","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":[0.009718756,0.0006650882,0.001214936,0.001381771,0.001962452,0.003493883,0.003006553,0.002300238,0.002320375],"category_scores_gemma":[0.0261436,0.0007713351,0.002106678,0.0008788283,0.005998368,0.007169217,0.005627511,0.003001043,0.0002154612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002336454,"about_ca_system_score_gemma":0.001714739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003200052,"about_ca_topic_score_gemma":0.002616497,"domain_scores_codex":[0.9939902,0.002746603,0.0003608994,0.001347478,0.001153839,0.0004009957],"domain_scores_gemma":[0.9804113,0.01561435,0.001138128,0.001510945,0.0008530763,0.0004722261],"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":[0.00004182721,0.00002507141,0.001215257,0.00009678568,0.00008882002,0.0002384321,0.001259572,0.09314977,0.0008014837,0.8889012,0.000346928,0.01383475],"study_design_scores_gemma":[0.00001147098,0.00001721912,0.0001805021,0.00002086421,0.00002213331,0.00005414841,0.0001341731,0.3435365,0.0004544164,0.6542469,0.001298894,0.00002283085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02519484,0.0002713397,0.9692067,0.0009015395,0.00003970592,0.00004178527,0.00003518478,0.0001388214,0.004169993],"genre_scores_gemma":[0.8251789,0.0002799117,0.1711607,0.0002893657,0.00009839713,0.0001967613,0.00008868323,0.00009103529,0.002616209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009718756,"threshold_uncertainty_score":0.05139834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0800246025034197,"score_gpt":0.3404229918081188,"score_spread":0.2603983893046991,"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."}}