{"id":"W2319907945","doi":"10.1177/0270467612459924","title":"“Obligatory Technologies”","year":2012,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Technological determinism; Emerging technologies; Autonomy; Fatalism; Determinism; Technological change; Ideology; Competition (biology); Sociology; Political science; Epistemology; Social science; Law; Economics; Politics; Computer 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.009683748,0.0007686733,0.0005723346,0.001432426,0.003216356,0.006579195,0.001499338,0.004341526,0.006968952],"category_scores_gemma":[0.01811394,0.0004863959,0.0008750782,0.0009294022,0.03079561,0.01029282,0.005614313,0.004906607,0.001555338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002964021,"about_ca_system_score_gemma":0.00334062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065916,"about_ca_topic_score_gemma":0.0009992531,"domain_scores_codex":[0.9865622,0.005990488,0.0008287138,0.002050552,0.003718092,0.0008500585],"domain_scores_gemma":[0.9862822,0.006272877,0.001933718,0.003435701,0.001492551,0.0005829609],"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":[0.000004865855,0.000005663341,0.0001225558,0.00004941866,0.000003767489,0.00002447944,0.0005798034,0.00008513678,0.0001647066,0.9946583,0.0005786174,0.003722702],"study_design_scores_gemma":[0.00001361686,0.00004260534,0.000341352,0.0002221737,0.0000163753,0.0002547307,0.0005715152,0.0004553483,0.001021879,0.8678984,0.1291334,0.00002846053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03518866,0.009827267,0.2340121,0.02803165,0.001503512,0.0002242289,0.000181811,0.0003078297,0.6907229],"genre_scores_gemma":[0.8865376,0.005681111,0.05121126,0.00754706,0.0008318528,0.0007220597,0.0001451788,0.000172487,0.04715139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9967837,"threshold_uncertainty_score":0.05121315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0446055101829762,"score_gpt":0.3129515838529464,"score_spread":0.2683460736699702,"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."}}