{"id":"W4251982579","doi":"10.1093/scipol/scy049","title":"The role of emerging technologies in inclusive innovation: the case of nanotechnology in South Africa","year":2018,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Business; Economic geography; Nanotechnology; Political science; Geography; Materials 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":[0.003215423,0.0003664234,0.0003758945,0.00185048,0.01309377,0.01070032,0.0008934533,0.003900895,0.006239289],"category_scores_gemma":[0.006205128,0.000251625,0.0004563524,0.001989832,0.0124845,0.007825572,0.008325981,0.003439781,0.0002239329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118994,"about_ca_system_score_gemma":0.01011368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03421048,"about_ca_topic_score_gemma":0.05127046,"domain_scores_codex":[0.9974248,0.0009780026,0.00006169605,0.0001171085,0.0001884429,0.00122985],"domain_scores_gemma":[0.9940742,0.004213082,0.0005867882,0.0001553552,0.0003785907,0.0005919592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001026429,0.00009666787,0.008583789,0.0001822077,0.00002578642,0.00757922,0.06637676,0.00263614,0.001052756,0.8996357,0.000814674,0.01291371],"study_design_scores_gemma":[0.0001104221,0.0002295048,0.02814032,0.001357616,0.0001866413,0.003852623,0.4595297,0.006781257,0.002872001,0.3582918,0.1385113,0.0001368079],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8209267,0.002037619,0.001934271,0.01731885,0.00003249611,0.00006027142,0.00002127485,0.000006716249,0.1576617],"genre_scores_gemma":[0.9970469,0.0004738006,0.0001745704,0.0001202826,0.000004072745,0.00001021445,0.000001558484,0.000001918143,0.002166762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9869062,"threshold_uncertainty_score":0.08118904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424284711233979,"score_gpt":0.2614739369337359,"score_spread":0.2472310898213961,"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."}}