{"id":"W7100322249","doi":"","title":"for the Construction Sector Council","year":2007,"lang":"en","type":"article","venue":"","topic":"Phytochemical Studies and Bioactivities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Multifactor productivity; Business sector; Construction industry; Private sector; Partial productivity; Public sector; Tertiary sector of the economy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001958823,0.0006998409,0.0003796167,0.001529617,0.002693909,0.004180955,0.0008757589,0.003312876,0.456565],"category_scores_gemma":[0.005501179,0.000410083,0.0003655741,0.001609927,0.000680529,0.001700101,0.002941555,0.002803464,0.3219423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003649949,"about_ca_system_score_gemma":0.0145086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05418715,"about_ca_topic_score_gemma":0.09743646,"domain_scores_codex":[0.9978123,0.0001819264,0.0001010333,0.0002742177,0.000972789,0.0006577633],"domain_scores_gemma":[0.995394,0.0002502183,0.0002199287,0.0006021151,0.002262225,0.001271596],"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":[0.00001708932,0.00002320889,0.0007030686,0.00005161841,0.000002002968,0.00005919909,0.00008504287,0.00002412763,0.0002159745,0.006597206,0.935993,0.05622845],"study_design_scores_gemma":[0.000001772771,0.000004736522,0.001049238,0.00001935505,5.269718e-7,0.00002536181,0.00006259741,0.00001214055,0.00002154709,0.0001794739,0.9986209,0.000002405724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002524932,0.003917202,0.001294853,0.0555876,0.007832207,0.0002867467,0.008765585,0.001419931,0.9183711],"genre_scores_gemma":[0.004268608,0.00102899,0.0006173571,0.005444265,0.0003977543,0.00006942023,0.002102856,0.000152207,0.9859185],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.543435,"threshold_uncertainty_score":0.775144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03143337820784523,"score_gpt":0.2417163949921408,"score_spread":0.2102830167842955,"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."}}