{"id":"W818459361","doi":"","title":"Paying for It: Cost to be a Contractor","year":2007,"lang":"en","type":"article","venue":"Roads & bridges/Roads & bridges (Des Plaines, Ill. Online)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Bidding; Quarter (Canadian coin); Truck; Operations management; Business; Cost estimate; Economics; Engineering; Actuarial science; Marketing; Government (linguistics)","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":[0.003889755,0.0005002465,0.0004293783,0.001304406,0.004743727,0.004895786,0.001226877,0.001765137,0.139837],"category_scores_gemma":[0.01910895,0.0003452496,0.0006340753,0.0007759894,0.001120881,0.003216883,0.0029307,0.002876044,0.03527675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003983984,"about_ca_system_score_gemma":0.008851625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380718,"about_ca_topic_score_gemma":0.01303586,"domain_scores_codex":[0.9918538,0.001581789,0.0004414005,0.0004445813,0.004320778,0.001357721],"domain_scores_gemma":[0.9856209,0.002792243,0.0009304069,0.001646574,0.003994376,0.005015432],"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":[0.00008743143,0.0004237489,0.01478167,0.0001231187,0.00003621892,0.000819848,0.001110567,0.0006516969,0.001006833,0.03055166,0.4820192,0.468388],"study_design_scores_gemma":[0.0000259445,0.0003484053,0.02965802,0.000374879,0.00003829163,0.006215416,0.004954204,0.001485935,0.0004577481,0.008196619,0.9481339,0.0001107135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04728045,0.002396079,0.01510563,0.04778255,0.004069391,0.0005265957,0.0007616895,0.001169301,0.8809083],"genre_scores_gemma":[0.4267047,0.003029504,0.01392008,0.01584349,0.001865259,0.0002790353,0.001538912,0.0006720042,0.5361471],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.139837,"threshold_uncertainty_score":0.4678013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957492856788924,"score_gpt":0.2779436269749586,"score_spread":0.2483686984070693,"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."}}