{"id":"W648078589","doi":"","title":"Quality assurance in repairing industrial floors: parameters and recommendations","year":2011,"lang":"en","type":"article","venue":"Open Repository and Bibliography (University of Liège)","topic":"Structural mechanics and materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Quality assurance; Quality (philosophy); Business; Risk analysis (engineering); Computer science; Operations management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006529669,0.00008769451,0.0002283076,0.001188734,0.0002036291,0.00009714907,0.0002532273,0.00008298024,0.0001005725],"category_scores_gemma":[0.000001451362,0.00009216373,0.00004141337,0.001477133,0.0001199662,0.0006686539,0.0002573532,0.00006320381,8.132015e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004443587,"about_ca_system_score_gemma":0.00001544097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081681,"about_ca_topic_score_gemma":0.00008765045,"domain_scores_codex":[0.9991153,0.0002029589,0.0001869271,0.0002785475,0.00008740563,0.0001288556],"domain_scores_gemma":[0.9994572,0.00006863743,0.0001915379,0.0001715606,0.00003988574,0.00007116838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006205105,0.00009894207,0.5456813,0.00007165373,0.00004875264,0.00003983076,0.001767281,7.163822e-7,0.4456413,0.003462067,0.001630143,0.0009374925],"study_design_scores_gemma":[0.002090331,0.0003182911,0.8467548,0.0002882487,0.00005784426,0.00003416822,0.00384358,0.00001453571,0.1408263,0.005017756,0.0003004259,0.000453723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974536,0.00006289937,0.0000394348,0.00009951767,0.0003419851,0.0002097915,0.0000217632,0.00001731391,0.001753748],"genre_scores_gemma":[0.9902431,0.0003939348,0.009294498,0.00001508799,0.00001169135,7.921939e-7,0.000001802602,0.000003336217,0.00003575418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3048151,"threshold_uncertainty_score":0.9957702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08220371272014917,"score_gpt":0.2680590735067424,"score_spread":0.1858553607865932,"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."}}