{"id":"W585718819","doi":"","title":"D.K.I. Services Takes “Professional Approach”","year":2014,"lang":"en","type":"article","venue":"Pavement","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Transport engineering; Professional services; Asphalt; Construction engineering; Business; Engineering management; Operations management; Public relations; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00354285,0.0005697835,0.0003457227,0.001416527,0.01631727,0.00798756,0.001095616,0.004085826,0.05489632],"category_scores_gemma":[0.005525734,0.00048504,0.0003868658,0.00146202,0.0050085,0.00212434,0.003280958,0.004230997,0.01925446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03195989,"about_ca_system_score_gemma":0.1204674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6636559,"about_ca_topic_score_gemma":0.8843622,"domain_scores_codex":[0.9914877,0.0006976019,0.0002445104,0.0005403571,0.004623205,0.00240652],"domain_scores_gemma":[0.9810997,0.0006220848,0.0003665699,0.0003331133,0.006905943,0.01067274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002207548,0.00005476474,0.001577014,0.0001111768,0.000003785591,0.0001840706,0.002751892,0.00005325026,0.00101418,0.01268051,0.9326181,0.04892914],"study_design_scores_gemma":[0.000002722929,0.00002778383,0.001728471,0.00006076446,0.000003265234,0.0001837963,0.002900098,0.00002541851,0.0001153174,0.0004292111,0.9945089,0.00001420034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006892506,0.004709769,0.00261084,0.2967475,0.01365229,0.0002436904,0.000461078,0.0005645016,0.6741179],"genre_scores_gemma":[0.05439881,0.005371441,0.003577539,0.09397125,0.0009412112,0.000101776,0.0002021573,0.0002152118,0.8412206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6636559,"threshold_uncertainty_score":0.6766497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06997067709456767,"score_gpt":0.457374646527843,"score_spread":0.3874039694332753,"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."}}