{"id":"W3092737474","doi":"10.3390/bioengineering7040129","title":"Green and Cost-Effective Synthesis of Metallic Nanoparticles by Algae: Safe Methods for Translational Medicine","year":2020,"lang":"en","type":"review","venue":"Bioengineering","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":215,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Région Normandie; McGill University","keywords":"Nanotechnology; Nanoparticle; Materials science; Ascorbic acid; Surface plasmon resonance; Combinatorial chemistry; Chemical engineering; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004068144,0.0005438158,0.000424399,0.0004911222,0.000278956,0.0005750413,0.0004097698,0.0007933662,0.0009617172],"category_scores_gemma":[0.0002016866,0.0002553461,0.0005120229,0.00033088,0.0004716653,0.0004806008,0.0009379738,0.001072331,0.0008370309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005597582,"about_ca_system_score_gemma":0.0004375048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003307576,"about_ca_topic_score_gemma":0.0004995472,"domain_scores_codex":[0.9996989,0.00004994302,0.00001473369,0.00005742665,0.0001461471,0.00003289132],"domain_scores_gemma":[0.9999026,0.0000121823,0.00002769744,0.00001386939,0.00002698963,0.00001674976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008631061,0.00007018247,0.0001793101,0.0007174358,0.00002574733,0.0002091367,0.0001098959,0.0005002652,0.9392135,0.004245054,0.00184539,0.05279778],"study_design_scores_gemma":[0.00003102986,0.0003429379,0.0005674652,0.00009393675,0.00004902303,0.0005237408,0.0000623628,0.002471121,0.916855,0.002756353,0.07621475,0.00003224977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.1942196,0.1713044,0.6001894,0.005833,0.001645546,0.0006265357,0.000685831,0.002342799,0.02315284],"genre_scores_gemma":[0.6730466,0.07142738,0.2324387,0.0018392,0.0003861987,0.0006791806,0.0006279962,0.0003093263,0.01924544],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0009617172,"threshold_uncertainty_score":0.004061401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05154086331258619,"score_gpt":0.3597931849758099,"score_spread":0.3082523216632237,"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."}}