{"id":"W1537214356","doi":"","title":"Forest Engineering in New Brunswick, Faculty of Forestry and Environmental Management University of New Brunswick - Canada","year":2002,"lang":"en","type":"article","venue":"International Journal of Forest Engineering","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Forestry; Forest management; Engineering; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006160302,0.0008512703,0.000442766,0.002550858,0.01007218,0.00418013,0.002208311,0.001140733,0.052563],"category_scores_gemma":[0.001797323,0.0007425298,0.0003414465,0.004202793,0.00132975,0.001397419,0.001936967,0.002024195,0.00614915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05878642,"about_ca_system_score_gemma":0.1882051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.980433,"about_ca_topic_score_gemma":0.9978393,"domain_scores_codex":[0.9989857,0.00005534396,0.00004550634,0.0001473108,0.0003897019,0.0003765101],"domain_scores_gemma":[0.9954225,0.0002607764,0.0001316836,0.00008844524,0.002383089,0.001713443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004076459,0.0006736249,0.09473187,0.001257976,0.00008271047,0.00350432,0.005254478,0.002734508,0.006594921,0.0133578,0.3671211,0.5042791],"study_design_scores_gemma":[0.00005660054,0.00006650995,0.2526051,0.0008817164,0.00003863202,0.0007194902,0.01168489,0.001148798,0.003229886,0.001350452,0.7281044,0.0001136073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3429453,0.06739498,0.003444168,0.08252346,0.005820611,0.001179451,0.01937529,0.000820261,0.4764965],"genre_scores_gemma":[0.159954,0.0181609,0.006689631,0.002229506,0.0001570056,0.0001936502,0.003045483,0.0001819135,0.809388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05878642,"threshold_uncertainty_score":0.4265273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006746950716201846,"score_gpt":0.1696233252538181,"score_spread":0.1628763745376162,"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."}}