{"id":"W2053187089","doi":"10.18260/1-2--8497","title":"Internet Based Interactive Construction Management Learning System","year":2020,"lang":"en","type":"article","venue":"","topic":"BIM and Construction Integration","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arizona State University; Western Michigan University; University of Alberta; National Science Foundation","keywords":"Computer science; The Internet; Session (web analytics); VRML; Curriculum; Mentorship; Multimedia; Construction management; Engineering management; World Wide Web; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0007403691,0.0005297925,0.0004579092,0.001270644,0.0004990372,0.001460359,0.00136594,0.000768435,0.07476732],"category_scores_gemma":[0.001362077,0.00024403,0.0003239142,0.0009930804,0.000198959,0.0010886,0.002011052,0.0006969423,0.02065982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005564977,"about_ca_system_score_gemma":0.0008861995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110312,"about_ca_topic_score_gemma":0.0009418969,"domain_scores_codex":[0.9995574,0.00009807561,0.00003811854,0.00009629806,0.0001592746,0.00005068641],"domain_scores_gemma":[0.9991418,0.0002806941,0.000042664,0.0001801272,0.0001987639,0.0001558838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001929135,0.001956156,0.007479606,0.0003991707,0.00005474143,0.0007927951,0.0006900959,0.009696014,0.0220879,0.01188165,0.1556937,0.7873391],"study_design_scores_gemma":[0.0008620374,0.001139215,0.01426337,0.0001499099,0.0001587012,0.001047352,0.0002954987,0.1405176,0.03447515,0.01292663,0.7939728,0.0001916423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.08929224,0.0005462198,0.40937,0.001118227,0.0002288156,0.002607024,0.01080995,0.2281137,0.2579139],"genre_scores_gemma":[0.4790795,0.0008284388,0.242382,0.0009050046,0.000211572,0.003871279,0.02939625,0.004160382,0.2391654],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.07476732,"threshold_uncertainty_score":0.2501216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008006505658001973,"score_gpt":0.1779697170187682,"score_spread":0.1699632113607662,"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."}}