{"id":"W979927888","doi":"","title":"Cementy dzisiaj - betony jutra","year":2014,"lang":"pl","type":"article","venue":"Cement Wapno Beton","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001205449,0.0006823775,0.0006968105,0.000287387,0.0002940193,0.0004350276,0.000725625,0.0002956725,0.01450141],"category_scores_gemma":[0.00005590082,0.0007212354,0.0002436075,0.0003590953,0.0001075168,0.0003883342,0.0004236894,0.0004467423,0.003766241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003624528,"about_ca_system_score_gemma":0.00006999859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001624862,"about_ca_topic_score_gemma":0.00001823295,"domain_scores_codex":[0.9953958,0.0002360816,0.0009340566,0.0007841018,0.001090509,0.001559466],"domain_scores_gemma":[0.9980751,0.0001243422,0.0001343388,0.00108897,0.0001160986,0.0004611339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004934567,0.0007914258,0.004571155,0.005281438,0.002208402,0.00009217642,0.003175825,0.005126493,0.5225347,0.03510368,0.1529238,0.2676974],"study_design_scores_gemma":[0.002640212,0.0008580668,0.001750525,0.0003331989,0.0002522446,0.00000334456,0.0002354682,0.01641795,0.1270426,0.0003888252,0.8488135,0.001264053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8507972,0.001545088,0.008882534,0.002059603,0.005715736,0.0018179,0.0001813124,0.0006532928,0.1283474],"genre_scores_gemma":[0.9916148,0.00119637,0.0002387301,0.0003692578,0.001360074,0.0001173892,0.0002484526,0.0001444747,0.004710508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6958897,"threshold_uncertainty_score":0.9995239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636054269724027,"score_gpt":0.2422173784147737,"score_spread":0.2258568357175334,"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."}}