{"id":"W7036664736","doi":"","title":"Concrete researchers to study potential of lithium salts in preventing concrete deterioration","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lithium (medication); Limiting; Lithium carbonate","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":[0.001985329,0.0005066528,0.0003956576,0.0004187953,0.001034251,0.001373948,0.000675954,0.001621254,0.006645213],"category_scores_gemma":[0.00176207,0.0001901867,0.0007239773,0.0003278223,0.0006514007,0.001328459,0.0006487527,0.0008480945,0.0008749206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204173,"about_ca_system_score_gemma":0.00233319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101727,"about_ca_topic_score_gemma":0.01671143,"domain_scores_codex":[0.9994724,0.0001328269,0.00004480082,0.0001198898,0.0001417389,0.00008824527],"domain_scores_gemma":[0.9989969,0.0002056399,0.000131217,0.00006311346,0.0005042535,0.00009886507],"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":[0.004178086,0.001828659,0.0977113,0.002244192,0.0004320073,0.0008403274,0.003291865,0.003804365,0.7197199,0.01040701,0.002153919,0.1533884],"study_design_scores_gemma":[0.0006743839,0.01759535,0.05437245,0.0004146252,0.0006980642,0.0007714481,0.009397396,0.003472422,0.7911195,0.004484836,0.1168615,0.0001379767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743782,0.00791694,0.002840084,0.004013432,0.0002171169,0.0002112076,0.0001567132,0.00005045355,0.01021587],"genre_scores_gemma":[0.9448479,0.006982492,0.008257034,0.001560018,0.00006616374,0.0001436035,0.0002105232,0.00001827954,0.03791407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101727,"threshold_uncertainty_score":0.02223045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492337477023309,"score_gpt":0.2791695137868176,"score_spread":0.2442461390165846,"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."}}