{"id":"W4241686141","doi":"10.1109/acsos-c52956.2021.00017","title":"4th International Workshop on Self-Organized Construction (SOCO 2021) [Organizing Committee and Program Committee]","year":2021,"lang":"en","type":"article","venue":"","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Engineering management; Operations research; Computer science; Library science; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008129964,0.001293235,0.0009932176,0.002150349,0.001562983,0.005194927,0.002150222,0.002851254,0.04598811],"category_scores_gemma":[0.003275211,0.0005396509,0.001002175,0.001936113,0.001044647,0.002836665,0.005594295,0.002123326,0.0179955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002354908,"about_ca_system_score_gemma":0.009444003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009188595,"about_ca_topic_score_gemma":0.01577642,"domain_scores_codex":[0.9968737,0.0008054944,0.0001301326,0.0003463473,0.001218195,0.0006261195],"domain_scores_gemma":[0.9959043,0.0004312931,0.0001141216,0.0004185376,0.001897713,0.001234047],"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":[0.0003999536,0.0003640349,0.001320196,0.0006529203,0.0000317587,0.00009246652,0.0003751443,0.002810912,0.003560733,0.02853565,0.5987011,0.3631551],"study_design_scores_gemma":[0.0000225183,0.0000918633,0.001361736,0.0003598004,0.00001745366,0.00007664048,0.0002181012,0.002430498,0.001980672,0.00527591,0.9881462,0.00001855832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02658465,0.04268935,0.3108739,0.05485885,0.07495366,0.002747935,0.01123254,0.005959746,0.4700994],"genre_scores_gemma":[0.100747,0.02713089,0.1762706,0.005743979,0.006205242,0.002427008,0.04455215,0.003040801,0.6338822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04598811,"threshold_uncertainty_score":0.1538455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007985454107059177,"score_gpt":0.2238736060543729,"score_spread":0.2158881519473137,"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."}}