{"id":"W2085960501","doi":"10.1520/jai12470","title":"Performance of a New Co-Polymer Sulfonate-Based Mid-Range Water-Reducing Admixture","year":2005,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Handy Chemicals (Canada); Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Superplasticizer; Slump; Materials science; Sulfonate; Cement; Polymer; Water–cement ratio; Composite material; Range (aeronautics); Chemical engineering; Sodium; Metallurgy","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":[0.0002773545,0.0004535165,0.0002927601,0.0003220129,0.0001285935,0.0002380573,0.0004529585,0.0003733718,0.001288047],"category_scores_gemma":[0.0002096577,0.0001336414,0.0003251865,0.0002138117,0.0001108136,0.0003191458,0.0001961798,0.000452434,0.0006035347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465564,"about_ca_system_score_gemma":0.000180101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004898758,"about_ca_topic_score_gemma":0.0005372787,"domain_scores_codex":[0.9998259,0.00002391741,0.00001743192,0.00005852446,0.00005339192,0.00002091966],"domain_scores_gemma":[0.9998654,0.0000163071,0.00003140328,0.0000123982,0.00003208578,0.00004249293],"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":[0.0001824255,0.0001225427,0.0001111017,0.00006454794,0.00001115253,0.00002008317,0.00001209432,0.0001989169,0.9962234,0.00003732504,0.00005066537,0.002965627],"study_design_scores_gemma":[0.000008733663,0.0007903778,0.0002937244,0.000002274778,0.00001226331,0.00003202096,0.000002886772,0.0006124251,0.9971577,0.000002248893,0.001081258,0.000004241572],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937993,0.001349779,0.003200032,0.00004082041,0.00004621982,0.00004803242,0.0001488819,0.0002085554,0.001158384],"genre_scores_gemma":[0.9866925,0.0009718491,0.007706351,0.00005323344,0.00001950957,0.00003911682,0.0004336369,0.00004820417,0.004035699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001288047,"threshold_uncertainty_score":0.004308999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232239979844772,"score_gpt":0.2451451096208727,"score_spread":0.232822709822425,"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."}}