{"id":"W4293769781","doi":"10.1111/soc4.13034","title":"Hacking age","year":2022,"lang":"en","type":"article","venue":"Sociology Compass","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; University of Calgary","funders":"","keywords":"Technoscience; Ambivalence; Sociology; Human enhancement; Natural (archaeology); Transhumanism; Argument (complex analysis); Value (mathematics); Meaning (existential); Epistemology; Frame (networking); Hacker; Environmental ethics; Social science; Social psychology; Psychology; Computer science; Biology","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":[0.003827289,0.0007965774,0.0003793847,0.001563473,0.007975712,0.009474228,0.001010355,0.003646352,0.03951314],"category_scores_gemma":[0.009173309,0.0002409586,0.0004922999,0.0007491708,0.01902479,0.01343497,0.01015652,0.005486009,0.008623146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002323753,"about_ca_system_score_gemma":0.002430202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002267112,"about_ca_topic_score_gemma":0.002541315,"domain_scores_codex":[0.9962231,0.001852072,0.0001208927,0.0005702264,0.0006431065,0.0005906004],"domain_scores_gemma":[0.9965336,0.001260261,0.0003995992,0.0007852274,0.0004747173,0.0005465375],"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":[0.00003046777,0.000026465,0.0009148965,0.00007058181,0.000007428874,0.0004146583,0.03289416,0.000125519,0.0002477436,0.8855258,0.04530632,0.03443594],"study_design_scores_gemma":[0.000004431579,0.00002720773,0.0003299383,0.0002620693,0.000006042446,0.0004350929,0.01300146,0.0001056673,0.0002726005,0.08741037,0.8981289,0.00001622844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02573626,0.007128406,0.01184624,0.06004498,0.006328103,0.0001088743,0.0001120179,0.0003110871,0.8883841],"genre_scores_gemma":[0.5541723,0.008038014,0.005243001,0.02688128,0.001907182,0.0002010783,0.000118781,0.0004217261,0.4030167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03951314,"threshold_uncertainty_score":0.1321846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332205026704189,"score_gpt":0.3552795077826699,"score_spread":0.222059005112251,"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."}}