{"id":"W2375122509","doi":"","title":"Thoughts about Implementing Technical Standard Strategy for China's Forestry Machinery","year":2011,"lang":"en","type":"article","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Standardization; China; Technical standard; National standard; Work (physics); International standard; Competition (biology); Business; European union; Regional science; Political science; International trade; Engineering; Geography; Telecommunications","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":[0.004781878,0.0005064508,0.0002703031,0.001856352,0.002085605,0.0033867,0.0009403501,0.001958526,0.001643193],"category_scores_gemma":[0.002391867,0.0001824346,0.0005076501,0.001556887,0.002272205,0.002907466,0.00110169,0.001681756,0.0002188188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008120067,"about_ca_system_score_gemma":0.02212908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02564939,"about_ca_topic_score_gemma":0.03084594,"domain_scores_codex":[0.9975857,0.0006888015,0.0002327386,0.0002266659,0.0009425105,0.0003237177],"domain_scores_gemma":[0.9989471,0.0002554837,0.0001495441,0.00006340887,0.0004698329,0.0001147292],"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":[0.00003521477,0.0001094021,0.005772403,0.0005484028,0.00003388264,0.0005542079,0.002612344,0.01246234,0.002118263,0.8532894,0.02005137,0.1024127],"study_design_scores_gemma":[0.00004434307,0.0003728403,0.01643887,0.001230702,0.00007895378,0.0004572932,0.01008863,0.01362025,0.006100168,0.4021939,0.5492019,0.000172055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2042843,0.04708824,0.188673,0.1824491,0.004238912,0.00109882,0.0003702453,0.0005751735,0.3712223],"genre_scores_gemma":[0.80302,0.02804866,0.0999781,0.01489975,0.0006141482,0.0004713663,0.0004077404,0.00005031538,0.05250987],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02564939,"threshold_uncertainty_score":0.05891556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961353680956768,"score_gpt":0.2525220272712098,"score_spread":0.2329084904616421,"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."}}