{"id":"W6982605712","doi":"","title":"Innovation in Forest Engineering : Adapting to Structural Change :
\\nofficial proceedings (Extended Abstracts) of the
\\n4th Forest Engineering Conference
\\nheld at White River, South Africa
\\nApril 5-7, 2011","year":2011,"lang":"en","type":"book","venue":"SUNScholar (Stellenbosch University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero dello Sviluppo Economico; Forest and Wood Products Australia; European Commission; Ministère du Développement Économique, de l’Innovation et de l’Exportation","keywords":"White (mutation); Forest industry; White paper; Engineering education; Structural change; Climate change; Forest structure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00053813,0.0005921244,0.0002870426,0.0007758249,0.0009868296,0.003490876,0.0005217902,0.001494054,0.01739093],"category_scores_gemma":[0.0008904049,0.0002029105,0.0001986502,0.001765429,0.002051967,0.00245732,0.0009758947,0.00173089,0.004456896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002653481,"about_ca_system_score_gemma":0.00334613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138045,"about_ca_topic_score_gemma":0.04924002,"domain_scores_codex":[0.9997188,0.00006529646,0.00001355258,0.00003723497,0.0001330964,0.00003189444],"domain_scores_gemma":[0.9997032,0.0001538382,0.00001605744,0.00001905123,0.00007030262,0.00003742453],"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":[0.000007402506,0.00002819209,0.0001003286,0.0004250255,0.000002704943,0.00005708619,0.001512532,0.0003084032,0.000364674,0.07878725,0.6774017,0.2410048],"study_design_scores_gemma":[0.000001133256,0.000003909406,0.0002969593,0.0002647601,9.084723e-7,0.0000535383,0.0002794606,0.00004789011,0.00007978128,0.005993685,0.9929738,0.000004136841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00137332,0.3289452,0.005472252,0.0291798,0.0129728,0.0001130514,0.0001555333,0.0001512954,0.6216367],"genre_scores_gemma":[0.01350286,0.1662624,0.004629871,0.004304195,0.002072963,0.00009830611,0.0001644802,0.0001093995,0.8088555],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01739093,"threshold_uncertainty_score":0.05817848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03064024165377279,"score_gpt":0.2016715393866391,"score_spread":0.1710312977328663,"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."}}