{"id":"W3203543550","doi":"10.4081/jae.2021.1185","title":"Energy efficiency of a hybrid cable yarding system: A case study in the North-Eastern Italian Alps under real working conditions","year":2021,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Automotive engineering; Energy consumption; Engineering; Winch; Fuel efficiency; Greenhouse gas; Environmental science; Propulsion; Efficient energy use; Work (physics); Electrical engineering; Marine engineering; Mechanical engineering; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001608264,0.0001344761,0.0002231714,0.0001438606,0.00004429439,0.00005982798,0.0001336026,0.00002015134,0.000004844298],"category_scores_gemma":[0.00001050207,0.00008719346,0.00009588611,0.0005510344,0.00000692106,0.0001463341,0.00002974802,0.0001312671,6.487789e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302878,"about_ca_system_score_gemma":0.00001204646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009675859,"about_ca_topic_score_gemma":0.0004662924,"domain_scores_codex":[0.9989882,0.00003438349,0.0004699351,0.00008267357,0.0002469576,0.0001778693],"domain_scores_gemma":[0.9996057,0.0000456961,0.00009809351,0.0001038129,0.00009521079,0.00005151395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001466973,0.00007255118,0.003146715,0.0001141009,0.0001160893,0.002914251,0.0008609269,0.9904878,0.001543724,0.0005306693,0.0001514837,0.00006023827],"study_design_scores_gemma":[0.004317777,0.0004980687,0.2519114,0.002441966,0.0007047756,0.05406349,0.2426368,0.4358127,0.005026457,0.000009418651,0.001237227,0.001339999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921727,0.0002215966,0.006504603,0.00002286526,0.0003791004,0.00009399814,0.000002532901,0.00003824655,0.0005643491],"genre_scores_gemma":[0.9997154,0.00002564099,0.000111467,0.000005393902,0.00008658835,0.000006404041,0.00000511198,0.00001116733,0.00003281123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5546751,"threshold_uncertainty_score":0.3555646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170148039696133,"score_gpt":0.2026795858321324,"score_spread":0.190978105435171,"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."}}