{"id":"W2763530379","doi":"","title":"Reforming the Current Regulatory Framework for Commercial Drones: Retaining American Businesses’ Competitive Advantage in the Global Economy","year":2017,"lang":"en","type":"article","venue":"","topic":"Asian Industrial and Economic Development","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drone; Business; Industrial organization; International trade; Competitive advantage; Market economy; Economy; Economics; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001479044,0.000118628,0.0002106436,0.00001908416,0.002211336,0.0003078266,0.000926982,0.00005575007,0.0000479541],"category_scores_gemma":[0.0003956241,0.00007326285,0.00006937297,0.00009136696,0.0008391865,0.0003179672,0.0001195337,0.0002191381,0.00001891313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003934843,"about_ca_system_score_gemma":0.0003622316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001941188,"about_ca_topic_score_gemma":0.01166249,"domain_scores_codex":[0.9989189,0.0001086885,0.0002714234,0.0002134353,0.0001096444,0.0003779058],"domain_scores_gemma":[0.9989228,0.0003049996,0.0003262743,0.0003491105,0.00004202196,0.00005476605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002587899,0.00001929567,0.05435838,0.000002945638,0.00001016829,7.75965e-7,0.007635176,0.000001445391,1.727445e-8,0.6110514,0.0004014367,0.3264931],"study_design_scores_gemma":[0.0003362765,0.00002300433,0.1097782,0.0000776127,0.00001158991,7.318827e-7,0.1540287,0.0000217679,0.000001998583,0.04960712,0.685896,0.0002171158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2445402,0.00007946674,0.003206531,0.06293564,0.002206113,0.001560514,0.0000274031,0.00005595361,0.6853882],"genre_scores_gemma":[0.9973138,0.00003372691,0.0007310967,0.0007388929,0.000945996,0.000089569,0.000003950419,0.000005979985,0.0001369853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7527736,"threshold_uncertainty_score":0.9990876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05899077630230203,"score_gpt":0.3811253706639762,"score_spread":0.3221345943616741,"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."}}