{"id":"W2596308690","doi":"10.1080/09581596.2017.1300637","title":"Technologies of the self in public health: insights from public deliberations on cognitive and behavioural enhancement","year":2017,"lang":"en","type":"article","venue":"Critical Public Health","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Legitimacy; Psychology; Cognition; Argumentation theory; Autonomy; Social psychology; Perception; Social cognitive theory; Public relations; Applied psychology; Politics; Epistemology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0009279279,0.0002320396,0.0003904295,0.0003886697,0.001826388,0.0005700763,0.0009405222,0.0001700683,0.00006294616],"category_scores_gemma":[0.02603435,0.0001832632,0.00005091041,0.0006335544,0.002845789,0.000860968,0.0005866108,0.001049065,0.00001731701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003138901,"about_ca_system_score_gemma":0.001545892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002317236,"about_ca_topic_score_gemma":0.0005241783,"domain_scores_codex":[0.9959494,0.0006774382,0.0009230808,0.0007579796,0.000778945,0.0009131039],"domain_scores_gemma":[0.9964517,0.001496806,0.0004048772,0.0009186952,0.0003281834,0.0003997419],"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":[0.000006355771,0.002098575,0.001814269,0.0001227688,0.00001015916,0.000007165142,0.001737478,2.91739e-8,0.003184143,0.9563157,0.00102702,0.03367632],"study_design_scores_gemma":[0.01062681,0.00645644,0.4058007,0.002555046,0.00004953971,0.00004851395,0.01018591,0.002008594,0.1022936,0.3631009,0.09402086,0.002853177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4070133,0.00009694309,0.001247454,0.5890783,0.0004945144,0.0007133771,0.0001342729,0.0001586967,0.001063172],"genre_scores_gemma":[0.9801192,0.0002374269,0.0003035223,0.01905458,0.00004443953,0.0001630907,0.00001738164,0.00002065757,0.00003972971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5932149,"threshold_uncertainty_score":0.9998679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3029070780924643,"score_gpt":0.4170362491194634,"score_spread":0.114129171026999,"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."}}