{"id":"W2343431148","doi":"","title":"Development of a new operator visibility assessment technique for mobile equipment","year":2006,"lang":"en","type":"article","venue":"Journal of the Southern African Institute of Mining and Metallurgy","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Visibility; Standardization; Process (computing); Engineering; Computer science; Simulation","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":[0.0006676475,0.0004755985,0.0003550593,0.001922366,0.000273336,0.0009092228,0.0006238855,0.0005159439,0.002057286],"category_scores_gemma":[0.002592476,0.0003887413,0.00045316,0.001022865,0.0002053506,0.00123317,0.0008732524,0.0006033481,0.0008015144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429976,"about_ca_system_score_gemma":0.0005904273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857933,"about_ca_topic_score_gemma":0.003209369,"domain_scores_codex":[0.9989232,0.00009751309,0.00006482769,0.0001724175,0.0006855438,0.00005641289],"domain_scores_gemma":[0.9979225,0.0004620537,0.0002062701,0.0001572048,0.001190008,0.00006200923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001666449,0.0001158848,0.01415408,0.0003011003,0.00005388372,0.0001883401,0.0007441143,0.004785434,0.2430611,0.002084841,0.001903941,0.7324407],"study_design_scores_gemma":[0.00008353237,0.001647731,0.09153647,0.0002491185,0.0002527028,0.003266003,0.001320764,0.5565434,0.2832114,0.003815011,0.05772068,0.0003532424],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05521153,0.0001936102,0.9383816,0.00006606527,0.00006485922,0.0002466021,0.0002513342,0.002374544,0.003209821],"genre_scores_gemma":[0.1942048,0.0001845374,0.8027512,0.00004317717,0.00002397979,0.0001667171,0.0003058094,0.000162251,0.002157464],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002057286,"threshold_uncertainty_score":0.00688231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546881928830891,"score_gpt":0.2476162055627499,"score_spread":0.232147386274441,"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."}}