{"id":"W4296077909","doi":"10.29173/mocs288","title":"Front matter, 2022 Proceedings of the Modular and Offsite Construction Summit","year":2022,"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; Modular design; Front (military); Modular construction; Engineering; Library science; Computer science; Geography; Mechanical engineering; Physical geography; Operating system","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":[],"category_scores_codex":[0.001116223,0.0008430816,0.000424568,0.001311658,0.002095605,0.005602224,0.000749859,0.001801173,0.5999786],"category_scores_gemma":[0.002037096,0.0002104101,0.0003100389,0.001297678,0.0007982532,0.001543319,0.002311199,0.001504136,0.3550577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00301369,"about_ca_system_score_gemma":0.004163416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03249352,"about_ca_topic_score_gemma":0.135048,"domain_scores_codex":[0.9990891,0.00005110113,0.00002731857,0.00007774348,0.0006295877,0.0001252118],"domain_scores_gemma":[0.9987327,0.0001011074,0.00002406415,0.00006696725,0.0005650807,0.0005100942],"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":[0.00001569069,0.00001086184,0.00009802212,0.00003619269,7.882317e-7,0.0000236057,0.00003416784,0.00003109522,0.0001093275,0.0008899857,0.975927,0.02282316],"study_design_scores_gemma":[0.000002001078,0.000003574841,0.0003909041,0.00003452431,6.9842e-7,0.00001324688,0.00009046661,0.00002242028,0.00005886095,0.0002654386,0.9991154,0.000002382696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008962993,0.001754446,0.0005095577,0.007072384,0.01384772,0.00006019655,0.002105642,0.0002794941,0.9734741],"genre_scores_gemma":[0.002020719,0.000770434,0.0001948304,0.0004668607,0.000739196,0.00001788341,0.000994852,0.0001256637,0.9946696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5999786,"threshold_uncertainty_score":0.5705819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004970221250371859,"score_gpt":0.179135614013074,"score_spread":0.1741653927627022,"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."}}