{"id":"W3114576278","doi":"10.1201/9780203752005-26","title":"The Development of High Performance Concrete in North America","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"BIM and Construction Integration","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Development (topology); Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000256125,0.00009950939,0.0001094981,0.00004317333,0.00003095483,0.000006804125,0.0000750429,0.00006706649,0.0005194087],"category_scores_gemma":[0.000001042282,0.00006879138,0.00001711423,0.00002024129,0.00007051336,0.00002596271,0.00001038108,0.0001100272,0.0001176799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004032482,"about_ca_system_score_gemma":0.00003342342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004405711,"about_ca_topic_score_gemma":0.0003989784,"domain_scores_codex":[0.9995414,0.000001342381,0.0002408619,0.00006379626,0.00008307534,0.000069514],"domain_scores_gemma":[0.9997868,0.00001296229,0.00004106111,0.000105292,0.00004137126,0.00001249555],"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":[0.00002166678,6.849439e-7,0.0002950176,0.0001155428,0.0001437204,5.070954e-7,0.001278482,0.0003188955,0.0000613108,0.04182673,0.003013955,0.9529235],"study_design_scores_gemma":[0.0001354124,0.00003047002,0.001703437,0.00009480571,0.000008867502,0.000002319137,0.00007772315,0.002997843,0.001673872,0.0003488758,0.992647,0.0002793622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06789634,0.0001428304,0.001384239,0.000009000201,0.0005309717,0.0001129399,0.000005139423,0.00007512316,0.9298434],"genre_scores_gemma":[0.7195878,0.0007427064,0.005385618,0.00002721736,0.0001587887,0.00002672743,0.00004820977,0.00004899829,0.2739739],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9896331,"threshold_uncertainty_score":0.5687161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007544196079012059,"score_gpt":0.1710973629516253,"score_spread":0.1635531668726132,"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."}}