{"id":"W4293759822","doi":"10.3390/ma15175927","title":"An Environmentally Friendly Inverse Microemulsion Method to Synthesize Polyacrylamide","year":2022,"lang":"en","type":"article","venue":"Materials","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Polyacrylamide; Microemulsion; Monomer; Polymerization; Polymer chemistry; Chemical engineering; Materials science; Polymer; Chemistry; Pulmonary surfactant; Composite material","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":[0.0001818609,0.0004714275,0.0002353184,0.0002485591,0.0001404804,0.0001434876,0.0001969584,0.0002514576,0.0005905502],"category_scores_gemma":[0.0001242016,0.0001895603,0.0002501388,0.0001140371,0.000130747,0.0002785441,0.0002437878,0.0006483544,0.0003212549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009705893,"about_ca_system_score_gemma":0.0001956868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000120227,"about_ca_topic_score_gemma":0.0002996758,"domain_scores_codex":[0.9998314,0.0000191955,0.00001669398,0.00004539937,0.00006845152,0.00001881589],"domain_scores_gemma":[0.9999398,0.000007683216,0.00001986698,0.000005029194,0.00001638667,0.00001120795],"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":[0.000007267154,0.000007548995,0.00003107972,0.00006317821,0.000002882756,0.00003790301,0.00001133577,0.00003031572,0.9973218,0.0001022834,0.00003128715,0.00235316],"study_design_scores_gemma":[0.000005792214,0.00008209688,0.0002696568,0.000003925889,0.000009493086,0.0003646612,0.000005372178,0.0004625848,0.9949681,0.00003262519,0.003787975,0.000007683426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6304733,0.01099293,0.3471066,0.000543392,0.0004639725,0.0003963155,0.0002636014,0.001053507,0.008706236],"genre_scores_gemma":[0.8032839,0.006032882,0.1814063,0.0002600588,0.00009635655,0.000260405,0.000279216,0.00007961513,0.008301465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005905502,"threshold_uncertainty_score":0.001975656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006562838174653854,"score_gpt":0.2471858591814924,"score_spread":0.2406230210068385,"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."}}