{"id":"W7071430616","doi":"","title":"Simplified method to estimate effectiveness of floor treatments (toppings and coverings)","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Path (computing); Topping; Duration (music); Control theory (sociology); Test (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000885672,0.001085961,0.0009273059,0.002546834,0.0003157549,0.0004968776,0.001041544,0.0006903602,0.004376841],"category_scores_gemma":[0.003599966,0.0004608679,0.0007763059,0.001203685,0.0004952977,0.0007319734,0.0006467254,0.0005650842,0.001762688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006343742,"about_ca_system_score_gemma":0.0007996982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004342399,"about_ca_topic_score_gemma":0.004555534,"domain_scores_codex":[0.9976336,0.0003115187,0.0001094811,0.0004631922,0.001403121,0.00007912126],"domain_scores_gemma":[0.9972795,0.0008000097,0.0004263903,0.0006886169,0.0007446187,0.00006097845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006516959,0.0003054648,0.01952642,0.00106006,0.0002739464,0.0001572908,0.0002413222,0.08894865,0.3219313,0.002846809,0.002268776,0.5617883],"study_design_scores_gemma":[0.0001013785,0.001663039,0.0726749,0.0001168435,0.0003672378,0.001150516,0.0001684048,0.6126851,0.2948121,0.00301027,0.01293996,0.000310236],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04825967,0.0003589008,0.9469568,0.00002056617,0.0000590682,0.0001807966,0.0005275251,0.001563518,0.00207319],"genre_scores_gemma":[0.3596393,0.0003626927,0.635841,0.00003745252,0.00001958796,0.0003942286,0.0007534177,0.0001510131,0.002801355],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004376841,"threshold_uncertainty_score":0.01464194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068752356352258,"score_gpt":0.2831421319026031,"score_spread":0.2724546083390805,"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."}}