{"id":"W4382630802","doi":"10.1002/tcr.202300166","title":"Physico‐Chemical Properties of Laponite®/Polyethylene‐oxide Based Composites","year":2023,"lang":"en","type":"review","venue":"The Chemical Record","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Newfoundland and Labrador","keywords":"Materials science; Composite material; Composite number; Oxide; Polyethylene; Aqueous solution; Biocompatible material; Chemistry; Biomedical engineering; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005273211,0.0006067414,0.002025703,0.00008453868,0.0001266444,0.0001021445,0.001512617,0.0003786575,0.0001962886],"category_scores_gemma":[0.0002480673,0.0003143928,0.0007205249,0.0003965307,0.0007412301,0.00007498623,0.0004087974,0.0004783233,0.0006963467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008021368,"about_ca_system_score_gemma":0.0002558312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003255435,"about_ca_topic_score_gemma":0.000002805744,"domain_scores_codex":[0.9970145,0.0003232905,0.001016244,0.0005896119,0.0004918707,0.000564435],"domain_scores_gemma":[0.9974163,0.0009065986,0.0005357602,0.0009369723,0.00008040841,0.0001240322],"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":[0.00004828976,0.0000682449,2.618308e-7,0.00880513,0.00006040329,0.000001390675,0.00003273531,5.149447e-8,0.6774674,0.00002927526,0.0006337355,0.3128531],"study_design_scores_gemma":[0.00007171607,0.00001840749,2.947166e-8,0.00997721,0.0003857483,0.000004866511,0.00001287727,0.00002723909,0.8416052,0.00005639677,0.1474624,0.0003778381],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009329366,0.9892811,0.000008173093,0.000148908,0.0002837591,0.0004269269,0.0001283858,0.0002047584,0.0001886801],"genre_scores_gemma":[0.003035801,0.9945676,0.0007096899,0.000116649,0.0003831801,0.000342265,0.00004714791,0.0001706829,0.0006269575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3124753,"threshold_uncertainty_score":0.9999308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110631855383419,"score_gpt":0.289303272238188,"score_spread":0.1786714168547691,"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."}}