{"id":"W6991161311","doi":"","title":"Evolution of concrete moisture regarding corrosion of reinforcements due to weather influence","year":2005,"lang":"es","type":"other","venue":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moisture; Corrosion; Reinforcement; Humidity; Reinforced concrete","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002474833,0.0002005864,0.0002452322,0.0003075278,0.0001242325,0.0003018668,0.0001806827,0.0002679487,0.001607702],"category_scores_gemma":[0.000529841,0.0001369699,0.0002054094,0.0001841108,0.0001338229,0.0002933636,0.0001635907,0.0002756815,0.0003218533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260244,"about_ca_system_score_gemma":0.00009814824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002876076,"about_ca_topic_score_gemma":0.002788454,"domain_scores_codex":[0.9998491,0.00001546606,0.000005389201,0.00004101329,0.00006295183,0.00002610143],"domain_scores_gemma":[0.9996777,0.00006493372,0.00006160226,0.00002575069,0.0001489224,0.00002113972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002003842,0.0001653274,0.03860901,0.0001319489,0.00006871383,0.0003529227,0.0002998378,0.007040562,0.9168624,0.0001492229,0.0007299821,0.03358607],"study_design_scores_gemma":[0.00002555603,0.000936689,0.2654718,0.00001603593,0.0001396868,0.0002742184,0.0003213157,0.03514814,0.6959058,0.0001773089,0.001540795,0.00004266422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996044,0.0004333674,0.001678263,0.00002649113,0.00002819305,0.000008178286,0.0002892226,0.00004540701,0.001446935],"genre_scores_gemma":[0.9989719,0.0001099146,0.0001974195,0.000003856074,0.000004620216,0.000001323935,0.0001003125,0.00001007402,0.0006005183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002876076,"threshold_uncertainty_score":0.005718708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06575559483671994,"score_gpt":0.3289824699584742,"score_spread":0.2632268751217543,"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."}}