{"id":"W3083621562","doi":"10.35784/bud-arch.2173","title":"Preliminary identification and evaluation of parameters affecting the capacity of the operator-earthmoving machine system","year":2013,"lang":"en","type":"article","venue":"Budownictwo i Architektura","topic":"Surface Treatment and Coatings","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Operator (biology); Identification (biology); Investment (military); Work (physics); Humidity; Computer science; Operations research; Engineering; Industrial engineering; Reliability engineering; Mechanical engineering; Meteorology","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":[0.001234118,0.0005836867,0.0005496219,0.00130994,0.0004032864,0.001008695,0.0005547442,0.0006796443,0.002614379],"category_scores_gemma":[0.005503211,0.0002014614,0.000494757,0.0005725253,0.0004760512,0.0008888011,0.0004838272,0.0002679918,0.0006563381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003528462,"about_ca_system_score_gemma":0.0004213582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119573,"about_ca_topic_score_gemma":0.0007865574,"domain_scores_codex":[0.9989539,0.0002377794,0.00008374285,0.0001734641,0.0004076578,0.0001433934],"domain_scores_gemma":[0.9964708,0.001732159,0.0002967009,0.0003396239,0.001032791,0.0001278979],"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":[0.003262087,0.0008523708,0.1813539,0.001161888,0.0001717697,0.0006756767,0.001080053,0.06396079,0.5623953,0.001086138,0.001061482,0.1829385],"study_design_scores_gemma":[0.00004506663,0.005432166,0.4752733,0.0001017198,0.0003012581,0.0007905855,0.001202443,0.1116004,0.3991419,0.0008875412,0.005045939,0.000177709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697675,0.0006858286,0.02506868,0.0000378586,0.00002077153,0.0001741541,0.0004725356,0.0002357799,0.003536805],"genre_scores_gemma":[0.9967031,0.0000946252,0.002400435,0.000004081683,0.000003529513,0.00003477102,0.0002537415,0.00001592243,0.0004899026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002614379,"threshold_uncertainty_score":0.008745968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175625083416033,"score_gpt":0.2131487935497939,"score_spread":0.1955862852081906,"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."}}