{"id":"W7036502585","doi":"","title":"Building regulations for market access: enabling construction companies to grow","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construction industry; Work (physics); Resizing; Product (mathematics); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01647697,0.0004976908,0.0002599065,0.002128311,0.005799235,0.008348007,0.002829399,0.004284929,0.0309416],"category_scores_gemma":[0.02717018,0.0005270354,0.0005823111,0.001677969,0.005225886,0.007995374,0.007604988,0.004026207,0.009809942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01649626,"about_ca_system_score_gemma":0.07156217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5511839,"about_ca_topic_score_gemma":0.6660491,"domain_scores_codex":[0.9849693,0.001592994,0.0003698675,0.0006399452,0.009712127,0.002715804],"domain_scores_gemma":[0.966318,0.004179582,0.002198398,0.002344866,0.01583093,0.009128336],"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":[0.00005072769,0.0004370634,0.007771279,0.000212855,0.00001080989,0.0004084678,0.005294425,0.001197322,0.008561526,0.131897,0.5581702,0.2859883],"study_design_scores_gemma":[0.0000258651,0.00003904828,0.01189713,0.0001205005,0.000006870341,0.00006818355,0.002030751,0.000703037,0.001219088,0.008911782,0.9749061,0.00007168877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03229173,0.001962435,0.03932317,0.1356213,0.001225837,0.001115918,0.001178873,0.005837365,0.7814433],"genre_scores_gemma":[0.4434655,0.004726083,0.1099031,0.05075649,0.0009587475,0.001392576,0.003017768,0.001937563,0.3838422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5511839,"threshold_uncertainty_score":0.9029185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03417930142966164,"score_gpt":0.2614005357044309,"score_spread":0.2272212342747693,"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."}}