{"id":"W1528807341","doi":"10.5204/mcj.749","title":"The Limit and Promise of Augmentation","year":2013,"lang":"en","type":"article","venue":"M/C Journal","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Variety (cybernetics); Agency (philosophy); Epistemology; Sociology; Aesthetics; Media studies; Computer science; Art; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02253881,0.001065278,0.0008938884,0.001660613,0.009669545,0.02928881,0.002900062,0.01223642,0.01672982],"category_scores_gemma":[0.03518754,0.0008119328,0.0009452894,0.0009745033,0.07635011,0.050055,0.01720779,0.01348673,0.004654164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005875818,"about_ca_system_score_gemma":0.005375433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001781057,"about_ca_topic_score_gemma":0.001755085,"domain_scores_codex":[0.9754724,0.01428004,0.0007476862,0.002671517,0.005649737,0.001178602],"domain_scores_gemma":[0.9614878,0.02766299,0.0009762978,0.005797172,0.00254956,0.00152619],"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":[0.00006429331,0.00002372432,0.0002196143,0.0003751227,0.0000137012,0.000149441,0.01357823,0.000208328,0.000474502,0.9089312,0.03606328,0.03989859],"study_design_scores_gemma":[0.00001623849,0.00005394017,0.0001707698,0.001246099,0.00001427478,0.0004650783,0.01034119,0.0003965579,0.0004791889,0.3578058,0.6289639,0.00004695704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01348914,0.08542278,0.0257491,0.4801807,0.009626826,0.00006183342,0.0001130282,0.0005281609,0.3848285],"genre_scores_gemma":[0.7193604,0.05360597,0.02759253,0.07968508,0.01216566,0.0005361074,0.0001198036,0.001466855,0.1054676],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02928881,"threshold_uncertainty_score":0.119198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04591021681506457,"score_gpt":0.2934032859309941,"score_spread":0.2474930691159296,"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."}}