{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003564369,0.0002297098,0.0003165511,0.0001011978,0.0001027282,0.00004423597,0.0006322181,0.0001744592,0.00007142552],"category_scores_gemma":[0.0004030067,0.0001366521,0.00009156633,0.0001991935,0.0004024826,0.00009463385,0.000804108,0.0003680945,0.000006642599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002220494,"about_ca_system_score_gemma":0.0000834464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004505474,"about_ca_topic_score_gemma":0.00001354183,"domain_scores_codex":[0.9984234,0.0002877498,0.0002768883,0.0005060484,0.0003241629,0.0001817674],"domain_scores_gemma":[0.9983563,0.0003499859,0.0002208211,0.0009647462,0.00006870119,0.00003942087],"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":[0.001399867,0.0006375714,0.002263715,0.002419585,0.0003257451,0.00007361864,0.007716178,0.005250658,0.09024598,0.8127394,0.0062981,0.07062953],"study_design_scores_gemma":[0.004433924,0.0001011542,0.01272433,0.0008926481,0.0004005157,0.00004660575,0.0001171769,0.01160987,0.2049565,0.7576424,0.006224502,0.0008503071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483328,0.0008753217,0.003410264,0.004327784,0.001382589,0.002064638,0.0002840454,0.0002921395,0.03903036],"genre_scores_gemma":[0.9937043,0.0001836085,0.0009465427,0.0003824625,0.0001333605,0.0000471411,0.000006424291,0.00001835144,0.004577816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1147106,"threshold_uncertainty_score":0.5572512,"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."}}