{"id":"W4389940244","doi":"10.1007/978-3-031-44951-2_4","title":"The Neurophilosophy of Flexible Being","year":2023,"lang":"en","type":"book-chapter","venue":"New Directions in Philosophy and Cognitive Science","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005770465,0.0003098626,0.0002917308,0.000969931,0.001260756,0.0001299007,0.0006525106,0.0001413869,0.00006921958],"category_scores_gemma":[0.002735664,0.0002690058,0.00008763357,0.001661547,0.006657402,0.0003063605,0.0004438374,0.0009978458,0.0001231466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005101141,"about_ca_system_score_gemma":0.0003632961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000119965,"about_ca_topic_score_gemma":0.000008482695,"domain_scores_codex":[0.9969282,0.00006040631,0.0005939476,0.00103776,0.0009599485,0.0004197092],"domain_scores_gemma":[0.9968826,0.001915018,0.0003468963,0.0004050677,0.0002886868,0.0001617258],"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":[0.00002033261,0.00003092707,0.000004422875,0.00001762298,0.000007127989,0.00002192697,0.0001632217,6.840064e-7,0.0042175,0.9760785,0.0000829029,0.01935483],"study_design_scores_gemma":[0.0002493608,0.0001634737,0.0001707445,0.0004312344,0.00003066609,0.000014112,0.00001950393,0.00001882325,0.01306963,0.9804693,0.005099682,0.0002634742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005012678,0.0001749002,0.0001032352,0.003176931,0.001880533,0.0005397008,0.00007248462,0.0001610334,0.9933899],"genre_scores_gemma":[0.7173428,0.002648187,0.0000475613,0.001731819,0.0006678856,0.00007392273,0.00000436448,0.00009301741,0.2773905],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7168415,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09803730493163353,"score_gpt":0.3301085559884063,"score_spread":0.2320712510567728,"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."}}