{"id":"W4283574035","doi":"10.3390/polym14132571","title":"Evaluation of Biopolymer Materials and Synthesis Techniques to Develop a Rod-Shaped Biopolymer Surrogate for Legionella pneumophila","year":2022,"lang":"en","type":"article","venue":"Polymers","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Marsden Fund; Royal Society Te Apārangi; Royal Society","keywords":"Biopolymer; PLGA; Chemical engineering; Materials science; Carnauba wax; Biocompatibility; Nanotechnology; Chemistry; Polymer; Wax; Composite material; Nanoparticle","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":[0.001025514,0.0009036147,0.0002729175,0.0003315049,0.0001718348,0.0005181872,0.0001945429,0.0006181996,0.000378526],"category_scores_gemma":[0.001089149,0.0002367894,0.0003043181,0.0002650319,0.0002131364,0.0006134938,0.000258575,0.0003738516,0.0002657892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003241687,"about_ca_system_score_gemma":0.0002928397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000383695,"about_ca_topic_score_gemma":0.0007438854,"domain_scores_codex":[0.9992694,0.0001887148,0.00009399001,0.0001213106,0.0002609357,0.00006567401],"domain_scores_gemma":[0.999249,0.0002271608,0.0002584617,0.00005308808,0.0001559658,0.00005624587],"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":[0.00001624831,0.00001899656,0.00007013446,0.00005095772,0.000002671379,0.0000143801,0.000006493974,0.00006942751,0.9990293,0.00001356061,0.000003002982,0.0007048824],"study_design_scores_gemma":[0.000003500649,0.000314189,0.0005394208,0.000006479259,0.00001116521,0.00003762418,0.000008802351,0.0003737132,0.99824,0.000006435149,0.0004552542,0.000003344901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773594,0.004152624,0.01703563,0.0001029011,0.00003989694,0.0002108462,0.0001647502,0.00007004917,0.0008639184],"genre_scores_gemma":[0.9454763,0.003690554,0.04850094,0.00008215551,0.00002356216,0.0002036173,0.0003407958,0.00006655503,0.001615492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001025514,"threshold_uncertainty_score":0.005423486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345998321882949,"score_gpt":0.3097652545265445,"score_spread":0.276305271307715,"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."}}