{"id":"W4287391917","doi":"10.5281/zenodo.5115842","title":"The Effect of Yarding Technique on Yarding Productivity and Cost: Conventional Single-Hitch Suspension vs. Horizontal Double-Hitch Suspension","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Turfgrass Adaptation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"European Commission","keywords":"Suspension (topology); Productivity; Materials science; Mathematics; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001343748,0.0006318517,0.0005959802,0.0006528355,0.0002170536,0.001041641,0.0006819515,0.0006187488,0.001987275],"category_scores_gemma":[0.003066765,0.0002170699,0.0005438174,0.0007901585,0.000338722,0.0008100924,0.000469976,0.0005821307,0.0003412015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000450333,"about_ca_system_score_gemma":0.0002549887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319598,"about_ca_topic_score_gemma":0.002078818,"domain_scores_codex":[0.9984767,0.000415501,0.0001488682,0.0002287293,0.0005126144,0.000217492],"domain_scores_gemma":[0.99434,0.003522408,0.001027387,0.0002671539,0.0006034207,0.0002396559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04359018,0.007075909,0.02563952,0.001151612,0.000360704,0.0004284749,0.0004272947,0.00495102,0.8122318,0.0002747622,0.0002307523,0.1036381],"study_design_scores_gemma":[0.0003546276,0.1463533,0.3647046,0.00008684264,0.0008251096,0.0005779144,0.0009525121,0.01235823,0.4711603,0.0001808267,0.002297384,0.0001483783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981029,0.0003643699,0.0009937949,0.000009927888,0.00002380337,0.00002355602,0.00006033143,0.000009034214,0.0004122706],"genre_scores_gemma":[0.9956625,0.0003053653,0.002386505,0.00002020397,0.00002502358,0.00003954553,0.000155646,0.00002429503,0.001380847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001987275,"threshold_uncertainty_score":0.007106483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382733017796045,"score_gpt":0.2389647175331595,"score_spread":0.215137387355199,"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."}}