{"id":"W7052864175","doi":"","title":"Study looks at cold weather protection of repair mortars","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cold weather; Mortar; Cold climate; Cold forming","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002040217,0.00008006158,0.0001052532,0.00004691245,0.00003190658,0.00000437261,0.00005447053,0.00003878792,0.00008470745],"category_scores_gemma":[0.000006791669,0.00007830835,0.00004325739,0.000133623,0.00001748016,0.00004753739,0.00001359768,0.00007880446,0.00002097561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007930712,"about_ca_system_score_gemma":0.000005070922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002223138,"about_ca_topic_score_gemma":0.0001602547,"domain_scores_codex":[0.9993811,0.000009962429,0.0001743539,0.000102983,0.0001272023,0.0002044513],"domain_scores_gemma":[0.9997178,0.000009469057,0.00002152437,0.0001801483,0.00002087829,0.00005022555],"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":[0.00004574131,0.000151266,0.06289497,0.00002021023,0.00009645867,0.00002320677,0.0003894712,0.001105246,0.9311476,0.0001985296,0.001977821,0.001949434],"study_design_scores_gemma":[0.0008047874,0.0004203308,0.06107471,0.000009697538,0.00003539788,0.000004867619,0.0002232131,0.007865825,0.9238018,0.0001051557,0.005437757,0.0002164469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856675,0.00002780132,0.0007452131,0.00000449392,0.00007871112,0.0003321212,0.000001105681,0.0002470941,0.01289597],"genre_scores_gemma":[0.9994026,0.000002196686,0.0002086273,0.000008135059,0.00004460956,0.00002426663,3.180346e-7,0.00002047868,0.0002887057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373518,"threshold_uncertainty_score":0.3193322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552784346204114,"score_gpt":0.225741905978036,"score_spread":0.2102140625159948,"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."}}