{"id":"W1978948826","doi":"10.1016/j.cemconcomp.2006.12.001","title":"Application of maturity method to slipforming operations: Performance validation","year":2006,"lang":"en","type":"article","venue":"Cement and Concrete Composites","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Maturity (psychological); Computer science; Reliability engineering; Engineering; Psychology","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":[0.001598447,0.0004842387,0.0004244515,0.0008897052,0.0003120447,0.000332166,0.0006561527,0.0006091078,0.001496515],"category_scores_gemma":[0.004124813,0.0002555465,0.0002943531,0.0008062999,0.0003399538,0.0005463405,0.0004784511,0.0005299513,0.0003741035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003804165,"about_ca_system_score_gemma":0.0004912241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516651,"about_ca_topic_score_gemma":0.001490318,"domain_scores_codex":[0.9991857,0.0001988955,0.00005165891,0.00009843308,0.0004049416,0.00006020171],"domain_scores_gemma":[0.9964323,0.001666055,0.0003521444,0.0004609499,0.00101082,0.00007766144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001909368,0.001116076,0.02915823,0.0003914235,0.00007164972,0.00009420315,0.0004820658,0.1371561,0.5259688,0.006707771,0.0005226658,0.2964217],"study_design_scores_gemma":[0.0000566589,0.002208586,0.01062014,0.00001304678,0.00004086245,0.0001503716,0.00008927912,0.5770427,0.4076536,0.0008048995,0.001274753,0.00004500445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7034761,0.0002362741,0.2927693,0.00003971195,0.00002570489,0.00008029758,0.0001054208,0.0007076518,0.002559484],"genre_scores_gemma":[0.9389871,0.0001013812,0.06005076,0.000005674216,0.000004093147,0.00003548256,0.00007321769,0.00005084155,0.0006913781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001598447,"threshold_uncertainty_score":0.008453488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009979052186817456,"score_gpt":0.2536619129717943,"score_spread":0.2436828607849768,"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."}}