{"id":"W3121749086","doi":"10.29173/mocs241","title":"Front matter, 2015 MOC Summit proceedings","year":2015,"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":"University of Alberta","funders":"","keywords":"Summit; Front (military); Modular design; Political science; Engineering; Computer science; Geography; Operating system; Physical geography; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009096625,0.0006249707,0.0003542857,0.001749346,0.002365564,0.005561448,0.0008434143,0.001770817,0.547028],"category_scores_gemma":[0.002877754,0.000170699,0.000251091,0.001109543,0.0008011746,0.001653985,0.002504198,0.001346371,0.3406521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003230131,"about_ca_system_score_gemma":0.004356508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02220472,"about_ca_topic_score_gemma":0.1027455,"domain_scores_codex":[0.9991854,0.0000445965,0.0000256789,0.00007866049,0.0005595118,0.0001061467],"domain_scores_gemma":[0.9982706,0.00009808236,0.00004585617,0.0000792137,0.0009288408,0.00057742],"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":[0.00001572649,0.00001880978,0.0001191591,0.00005089525,8.963644e-7,0.00003071574,0.00003192793,0.00003565338,0.00008260327,0.001660603,0.9631798,0.03477322],"study_design_scores_gemma":[0.000002225162,0.000004588112,0.0005059525,0.00006997119,7.266248e-7,0.00001136153,0.00007218371,0.00003889977,0.00008333242,0.0005064268,0.9987017,0.000002615267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001242499,0.00158303,0.0005409225,0.00977031,0.009411369,0.0000712097,0.003247462,0.0004609161,0.9736723],"genre_scores_gemma":[0.004020807,0.0008839127,0.0003007106,0.0007344054,0.000788199,0.00003002798,0.001927667,0.0001417989,0.9911725],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.452972,"threshold_uncertainty_score":0.6461096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009094887801055232,"score_gpt":0.209759213333596,"score_spread":0.2006643255325408,"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."}}