{"id":"W4392600146","doi":"10.3390/polym16060747","title":"Sol-Gel Derived Gelatin–Bioactive Glass Nanocomposite Biomaterials Incorporating Calcium Chloride and Calcium Ethoxide","year":2024,"lang":"en","type":"article","venue":"Polymers","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocomposite; Calcium; Gelatin; Biomineralization; Materials science; Chemical engineering; Bioactive glass; Simulated body fluid; Chemistry; Nanotechnology; Composite material; Organic chemistry; Scanning electron microscope; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002607898,0.0004226472,0.0004493559,0.00022549,0.00009261483,0.0002933679,0.0001520835,0.0002005403,0.0001154391],"category_scores_gemma":[0.00002764807,0.0004370699,0.00007418812,0.0002151133,0.0001012817,0.0003504812,0.0001044362,0.0001290158,0.0001158898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383931,"about_ca_system_score_gemma":0.00003238726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002972198,"about_ca_topic_score_gemma":0.000008093227,"domain_scores_codex":[0.9983609,0.00005371126,0.0004713679,0.0004060636,0.0001898466,0.0005180936],"domain_scores_gemma":[0.9993271,0.0001424436,0.00005288483,0.0002620048,0.00001995003,0.0001956757],"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":[0.0000190213,0.000005458419,0.00003593642,0.0003928117,0.0001575444,0.00005586601,0.0007711622,0.001054502,0.9956414,0.0002250142,0.0001299438,0.001511407],"study_design_scores_gemma":[0.0002299528,0.00002855444,0.0006596064,0.0001947156,0.00005842648,0.0000613101,0.00006413284,0.01101335,0.9857678,0.0000835103,0.001343046,0.0004956247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760795,0.002753615,0.01509846,0.0001857651,0.002870736,0.0003178583,0.0001338442,0.001814253,0.0007459351],"genre_scores_gemma":[0.9960504,0.00003116447,0.002882029,0.00003032102,0.0004229535,0.00006786916,0.00003246371,0.0001669097,0.0003159349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01997082,"threshold_uncertainty_score":0.9998081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169812446700416,"score_gpt":0.2472500102952153,"score_spread":0.2302687656251737,"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."}}