{"id":"W2134065644","doi":"10.1139/cjm-2014-0450","title":"Biochemical changes in cyanobacteria during the synthesis of silver nanoparticles","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cyanobacteria; Phycobiliprotein; Biomass (ecology); Nanoparticle; Spirulina (dietary supplement); Chemistry; Arthrospira; Environmental chemistry; Nostoc; Biology; Nanotechnology; Bacteria; Materials science; Organic chemistry; Ecology","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":[0.0001984398,0.0003825584,0.0003182762,0.0001483061,0.0001419951,0.0002810959,0.0001401148,0.0002381783,0.000311948],"category_scores_gemma":[0.0003109628,0.0001546226,0.0002302041,0.0001502135,0.0001633899,0.0002330647,0.0002139983,0.0003312139,0.0001917761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003442375,"about_ca_system_score_gemma":0.000304853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440213,"about_ca_topic_score_gemma":0.001735992,"domain_scores_codex":[0.9998246,0.00002358437,0.00001405933,0.00003642667,0.0000748287,0.00002655255],"domain_scores_gemma":[0.9998642,0.00002961806,0.00003046314,0.00001206138,0.00004528411,0.0000183206],"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":[0.00001891389,0.000003947611,0.0001385944,0.00002046202,0.000001900131,0.00002326357,0.00001583667,0.00003455432,0.9992831,0.00001805831,0.000005244018,0.0004361281],"study_design_scores_gemma":[0.000001684025,0.00006800826,0.002546965,0.000003336383,0.000004714661,0.00004115401,0.00002970534,0.0002884718,0.9965528,0.00002470285,0.0004341422,0.00000428736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928042,0.001240302,0.003711887,0.00008033427,0.00002602223,0.00003802551,0.0002531701,0.00005801693,0.001788097],"genre_scores_gemma":[0.9916391,0.0006530776,0.004929258,0.00005179487,0.000007199072,0.00004593579,0.0002668836,0.00003634343,0.002370395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001440213,"threshold_uncertainty_score":0.002863705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008587453965878677,"score_gpt":0.1990456005175627,"score_spread":0.190458146551684,"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."}}