{"id":"W4391911082","doi":"","title":"Raw earth construction: First analysis of its frost resistance","year":2019,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Frost (temperature); Resistance (ecology); Earth (classical element); Environmental science; Astrobiology; Computer science; Forensic engineering; Geology; Engineering; Mathematics","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":[0.0005121593,0.000295778,0.000397418,0.00265228,0.0006101022,0.0011905,0.0005823716,0.000488874,0.008481228],"category_scores_gemma":[0.00210121,0.0002100895,0.0005792977,0.002297025,0.000726704,0.000538021,0.0004970183,0.0005073572,0.001055631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009607048,"about_ca_system_score_gemma":0.0005865247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008853918,"about_ca_topic_score_gemma":0.01197594,"domain_scores_codex":[0.9995046,0.00006925531,0.00001201548,0.00006621503,0.0002636195,0.00008432675],"domain_scores_gemma":[0.9988921,0.0005167036,0.0001151103,0.0001450711,0.0002795638,0.00005133545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003267222,0.0008089509,0.4061783,0.0009228642,0.0003007606,0.00171308,0.005131862,0.155368,0.06998651,0.08836797,0.005572273,0.2623821],"study_design_scores_gemma":[0.00002775282,0.001088041,0.8856706,0.000071087,0.0001097039,0.0005232163,0.003837757,0.06522671,0.01698075,0.007589323,0.01880634,0.00006867789],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468751,0.0002317452,0.00721916,0.00007245015,0.00001098808,0.00004234884,0.0005225549,0.00007256667,0.04495314],"genre_scores_gemma":[0.9935667,0.00009377456,0.0008190891,0.000005312508,0.000005137465,0.000007737191,0.0002771161,0.00003578675,0.005189469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008853918,"threshold_uncertainty_score":0.02837253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005288514335330619,"score_gpt":0.1872828671474827,"score_spread":0.181994352812152,"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."}}