{"id":"W3114351658","doi":"10.29173/mocs240","title":"Front Matter, 2018 MOC Summit proceedings","year":2018,"lang":"en","type":"paratext","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Hollywood; Front (military); Modular design; Engineering; Political science; History; Computer science; Geography; Art history; Physical geography; Operating system; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008087611,0.0006584928,0.000362517,0.00174228,0.002007189,0.005284276,0.0008575513,0.001698907,0.6143345],"category_scores_gemma":[0.002717137,0.0001517366,0.0002262408,0.001014379,0.0006657226,0.002060974,0.002607388,0.001439281,0.4414699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002213124,"about_ca_system_score_gemma":0.00272101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007992035,"about_ca_topic_score_gemma":0.03758313,"domain_scores_codex":[0.9993023,0.00004107359,0.00002214881,0.0000727503,0.0004666267,0.00009513798],"domain_scores_gemma":[0.9983025,0.0001012674,0.00005506355,0.00008837343,0.0008938833,0.0005588921],"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":[0.00001781448,0.0000256932,0.0001118574,0.00005492738,7.452483e-7,0.00003441752,0.00003272475,0.00003139194,0.0001086882,0.001485335,0.9520218,0.04607461],"study_design_scores_gemma":[0.000002430731,0.000004592065,0.000342758,0.00005860122,6.280761e-7,0.00001293766,0.00006008212,0.000041518,0.00009476714,0.0005090474,0.9988704,0.000002072192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001149004,0.001133334,0.0006622212,0.008430487,0.007687463,0.00006958735,0.003105281,0.0006297227,0.9771329],"genre_scores_gemma":[0.003270233,0.0007708544,0.0003693758,0.0005211213,0.0008207987,0.00004156419,0.001953029,0.000212188,0.9920407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6143345,"threshold_uncertainty_score":0.550105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007392005693353505,"score_gpt":0.1965865118021203,"score_spread":0.1891945061087668,"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."}}