{"id":"W1834797690","doi":"10.1139/v2012-031","title":"Gold cellular networks inside water-soluble sodium alginate sol","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Nanocluster Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Nanostructure; Nanotechnology; Aqueous solution; Nanoscopic scale; Sodium alginate; Sodium; Fabrication; Noble metal; Metal; Chemical engineering; Organic chemistry; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004077618,0.0001166176,0.000180598,0.00003313296,0.0001192394,0.0001003277,0.0003700579,0.00009782386,0.001281216],"category_scores_gemma":[0.00002277514,0.00009280621,0.00008237977,0.00004541502,0.0000806533,0.0002183002,0.00002265792,0.0001666406,0.00008523875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104043,"about_ca_system_score_gemma":0.0002681689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004358973,"about_ca_topic_score_gemma":0.0001366575,"domain_scores_codex":[0.9988996,0.00001817445,0.0003104129,0.00009866715,0.0001207905,0.0005523367],"domain_scores_gemma":[0.9986461,0.00002154386,0.000147362,0.000231429,0.00009978922,0.0008537983],"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":[0.000002758713,0.00001262307,0.0002985322,0.00001713335,0.000007047831,0.00001851819,0.000231622,0.00007123105,0.9904457,0.00001566893,0.00859766,0.0002815492],"study_design_scores_gemma":[0.0001162561,0.000005166683,0.00004845242,0.00002911973,0.00001643087,0.0001034927,0.0000683537,0.00003667652,0.9143857,0.00006268242,0.08500934,0.0001182791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886535,0.001344956,0.001975856,0.0008981128,0.0007370313,0.00005382799,0.000008698676,0.00001044151,0.006317569],"genre_scores_gemma":[0.9965972,0.000006142655,0.0003393954,0.0001468495,0.0008601227,0.000004007171,0.000003675776,0.00001691439,0.002025737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07641169,"threshold_uncertainty_score":0.9996318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105605149274292,"score_gpt":0.196834293970654,"score_spread":0.1862737790432248,"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."}}