{"id":"W4411937083","doi":"10.32388/7xgjtm.2","title":"Inner Speech, Self-regulation and the Modular-with-Feedback-Theory of Free Will","year":2025,"lang":"en","type":"preprint","venue":"Qeios","topic":"Free Will and Agency","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Modular design; Free speech; Computer science; Cognitive science; Communication; Psychology; Speech recognition; Political science; Programming language","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":[0.001488639,0.0003763174,0.0002834358,0.0005116033,0.0004981526,0.001645852,0.0007177329,0.0007597528,0.002094587],"category_scores_gemma":[0.002306418,0.000172899,0.0005334551,0.0002225048,0.007163026,0.002472539,0.00137177,0.000958401,0.0002221482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210487,"about_ca_system_score_gemma":0.0005775398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000577293,"about_ca_topic_score_gemma":0.0003463133,"domain_scores_codex":[0.9991745,0.0003555991,0.00003025562,0.0001518255,0.0001915617,0.00009621785],"domain_scores_gemma":[0.9987068,0.000651036,0.0002107631,0.0002208658,0.0001144938,0.00009602324],"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":[0.00001660502,0.00000942392,0.0002986628,0.00003432561,0.00000937554,0.00004859165,0.0005275726,0.003092912,0.001073078,0.9887612,0.000220954,0.005907243],"study_design_scores_gemma":[0.000008065102,0.00002089432,0.000606337,0.00001210404,0.000006018493,0.00005768226,0.00007613056,0.008289719,0.0006484191,0.9872704,0.002995258,0.000008979545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1897383,0.003139704,0.6346444,0.006825526,0.0002250492,0.00005064011,0.00006497546,0.0003494687,0.1649618],"genre_scores_gemma":[0.977536,0.0004261654,0.01763832,0.0001935853,0.0000768323,0.00003090779,0.00001439173,0.00002547255,0.004058346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002094587,"threshold_uncertainty_score":0.008782685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363174218689606,"score_gpt":0.2190702313543116,"score_spread":0.2054384891674155,"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."}}