{"id":"W115089844","doi":"","title":"Greater Visibility for R&D. (Corporate Strategy).(research and Development in North American Industry Classification System( (NAICS))(Brief Article)","year":2002,"lang":"en","type":"article","venue":"Research-Technology Management","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Coding (social sciences); Visibility; Regional science; Business; Industrial organization; Telecommunications; Computer science; Geography; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001821442,0.000644433,0.0004286904,0.00202024,0.001646361,0.007570306,0.0005232694,0.002668689,0.2697176],"category_scores_gemma":[0.005386021,0.0003167052,0.0004225397,0.002804459,0.0006519697,0.003927483,0.002045935,0.001946045,0.1631263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857375,"about_ca_system_score_gemma":0.004990882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007756153,"about_ca_topic_score_gemma":0.01929066,"domain_scores_codex":[0.9973134,0.0003880558,0.000129313,0.0003218034,0.00142624,0.0004210735],"domain_scores_gemma":[0.9945198,0.0004583345,0.000638694,0.0005614282,0.002508769,0.001313077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006942347,0.00001381926,0.0004682805,0.0000648317,0.000002393146,0.00001874255,0.00003191403,0.00001210399,0.0001329133,0.00641017,0.9424569,0.050381],"study_design_scores_gemma":[0.000008367642,0.00001661667,0.003376733,0.00006021244,0.000002797302,0.00006068203,0.00005871461,0.00002550584,0.00009995734,0.001612592,0.9946707,0.000007165815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002041238,0.01031549,0.0009850131,0.08625594,0.008555743,0.0001328882,0.005045658,0.001142912,0.885525],"genre_scores_gemma":[0.01880145,0.007638499,0.002469476,0.02235187,0.004575555,0.0001173762,0.004469769,0.0003182442,0.9392577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2697176,"threshold_uncertainty_score":0.9022952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2802924929040365,"score_gpt":0.3613354190451233,"score_spread":0.08104292614108682,"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."}}