{"id":"W4410865879","doi":"10.18280/acsm.490205","title":"Integrated Thermogravimetric and Spectroscopic Evaluation of Azo Dye and Its Polymers: Focused Analytical Characterization of the Dye and Broad Assessment of Antibacterial Activity","year":2025,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Thermogravimetric analysis; Characterization (materials science); Materials science; Polymer; Nanotechnology; Chemical engineering; Engineering; Composite material","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":[0.0002687,0.000392215,0.0002687792,0.0004668034,0.0002154447,0.0002933622,0.0002360215,0.0005024394,0.001180628],"category_scores_gemma":[0.0003595369,0.000216388,0.0002991676,0.0004390937,0.0002726673,0.0003449847,0.0002835747,0.0005192955,0.0003242837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002599705,"about_ca_system_score_gemma":0.0002176394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005888975,"about_ca_topic_score_gemma":0.001378766,"domain_scores_codex":[0.9996402,0.00004184083,0.00001835903,0.00007224335,0.0001782597,0.00004906462],"domain_scores_gemma":[0.9997918,0.00005301777,0.00003444606,0.00002046122,0.00007854126,0.0000217685],"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":[0.00005966473,0.00001338396,0.0001534627,0.00002080803,0.000004104705,0.000008077554,0.00001292892,0.00005795978,0.9984629,0.00003211471,0.00001297902,0.001161765],"study_design_scores_gemma":[0.000001307279,0.00008299096,0.001477817,0.000001539764,0.000007581622,0.0000376082,0.000009961931,0.0006300927,0.9975029,0.00001432489,0.0002295375,0.000004371675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797893,0.001486884,0.01568963,0.00006917754,0.00003399579,0.00003338085,0.0004636433,0.0001467601,0.002287221],"genre_scores_gemma":[0.9862818,0.0007337651,0.008756503,0.00005940349,0.000009863696,0.00004610695,0.0003914488,0.00003586012,0.00368524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001180628,"threshold_uncertainty_score":0.003949583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03489065397603606,"score_gpt":0.3088978831685208,"score_spread":0.2740072291924847,"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."}}