{"id":"W4296168686","doi":"10.29173/mocs282","title":"A systematic review of quality management of offsite construction","year":2022,"lang":"en","type":"review","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"BIM and Construction Integration","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Policy Innovation and Co-ordination Office","keywords":"Systematic review; Scopus; Quality (philosophy); Popularity; Quality management; Scope (computer science); Business; Knowledge management; Process management; Engineering; Computer science; Operations management; Political science; Management system; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.009823569,0.001484805,0.004429673,0.01645014,0.0009371047,0.002742136,0.001812432,0.001773121,0.003948875],"category_scores_gemma":[0.04606996,0.0009511065,0.004081686,0.01731954,0.0009873181,0.003032961,0.001671995,0.001179295,0.0004170491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004227457,"about_ca_system_score_gemma":0.02088741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009466137,"about_ca_topic_score_gemma":0.03069301,"domain_scores_codex":[0.9899088,0.003499057,0.003574911,0.00065893,0.002115511,0.0002428015],"domain_scores_gemma":[0.9654527,0.02259477,0.005847158,0.0005649027,0.005126435,0.0004140751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008669507,0.00002526202,0.0006198064,0.8935902,0.002018636,0.000154445,0.0004300114,0.000103503,0.0002224796,0.0004124794,0.002900163,0.09943634],"study_design_scores_gemma":[0.00006690562,0.0001747399,0.00382622,0.9267595,0.01405548,0.0004932549,0.0005707533,0.00006892445,0.0002605951,0.0003422284,0.05334636,0.00003505686],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007032251,0.997846,0.0002023184,0.0002340859,0.0001155106,0.0002373526,0.0002210103,0.000005508114,0.0004350003],"genre_scores_gemma":[0.007016129,0.9913805,0.0007090406,0.0002462614,0.00005441343,0.0003139855,0.000169505,0.000003542169,0.0001065486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01645014,"threshold_uncertainty_score":0.05195266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088198110974192,"score_gpt":0.2611452180721949,"score_spread":0.2402632369624529,"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."}}