{"id":"W2093880479","doi":"10.1617/s11527-010-9635-3","title":"Coupled AC impedance and thermomechanical analysis of freezing phenomena in cement paste","year":2010,"lang":"en","type":"article","venue":"Materials and Structures","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Cement; Composite material; Durability; Frost (temperature)","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":[0.0001402391,0.0001539195,0.0002151659,0.0003878224,0.0001114926,0.0002074934,0.000288771,0.0001989669,0.001142977],"category_scores_gemma":[0.000537842,0.0001194864,0.0001572163,0.0003326382,0.0004279289,0.0004781888,0.0001991155,0.0002631357,0.0001102639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002406619,"about_ca_system_score_gemma":0.00007858246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009804028,"about_ca_topic_score_gemma":0.001169367,"domain_scores_codex":[0.9999002,0.00001532559,0.000003453946,0.00001826689,0.00005095343,0.0000117845],"domain_scores_gemma":[0.9997728,0.0001364228,0.00002084801,0.00001979728,0.00003792705,0.00001218133],"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":[0.0004506304,0.00007863838,0.002791337,0.00006330032,0.0000236974,0.0001481489,0.0001309891,0.008878959,0.967494,0.0008662176,0.00008440072,0.01898974],"study_design_scores_gemma":[0.00006406139,0.0003001548,0.04851552,0.000009900053,0.00005468264,0.0003554888,0.0001969884,0.3869765,0.5609533,0.001398463,0.001132895,0.00004206975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715526,0.0003022963,0.0262477,0.00003288138,0.00001382453,0.00002198974,0.00005950829,0.0000688675,0.001700587],"genre_scores_gemma":[0.998492,0.00004647201,0.001005683,0.000004536344,0.000004124563,0.000003859257,0.00001822382,0.000006037644,0.0004189857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001142977,"threshold_uncertainty_score":0.003823638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008812195300868634,"score_gpt":0.2369358104324174,"score_spread":0.2281236151315487,"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."}}