{"id":"W4414765158","doi":"10.1016/j.clay.2025.108001","title":"Marine antifouling coating based on modified polyurethane and halloweite nanotubes for slow-release of chlorgentianol alcohol","year":2025,"lang":"en","type":"article","venue":"Applied Clay Science","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"IONICS Mass Spectrometry (Canada)","funders":"National Natural Science Foundation of China","keywords":"Biofouling; Coating; Composite number; Halloysite; Polyurethane; Polyvinyl alcohol; Contact angle; Marine industry","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":[0.0001086022,0.0003097139,0.0001587456,0.0001725882,0.000133632,0.0001822717,0.0002415297,0.0003442288,0.000542092],"category_scores_gemma":[0.0001489134,0.0001596784,0.0002058115,0.00008905604,0.0001425612,0.0001689715,0.0001864532,0.0002848865,0.0001949895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001621914,"about_ca_system_score_gemma":0.0001252529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005481229,"about_ca_topic_score_gemma":0.001398114,"domain_scores_codex":[0.999878,0.00001121273,0.000008701462,0.00002399501,0.00004286818,0.00003516274],"domain_scores_gemma":[0.9998869,0.00001484944,0.00003173374,0.00001197037,0.00002763735,0.00002695545],"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":[0.00002633859,0.000005000496,0.00004794138,0.00001481187,0.000002154795,0.00002707115,0.000007457897,0.00003277387,0.9991118,0.00002109446,0.00001416257,0.0006893926],"study_design_scores_gemma":[0.000002685381,0.00009482658,0.0006834856,0.000001622648,0.000004568026,0.00003369291,0.000005834092,0.0005569931,0.99823,0.000003261438,0.0003792465,0.000003761611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959551,0.0004364056,0.002522898,0.00003432481,0.00003038621,0.00001483922,0.00004056039,0.00006556427,0.0008999153],"genre_scores_gemma":[0.9964454,0.000256922,0.001941037,0.00002234095,0.000007283501,0.000009204487,0.00004086268,0.00001013344,0.001266852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005481229,"threshold_uncertainty_score":0.001813531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007417367978242725,"score_gpt":0.217926594494905,"score_spread":0.2105092265166623,"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."}}