{"id":"W2134966954","doi":"10.1039/c3nr06127b","title":"Towards waste free organic synthesis using nanostructured hybrid silicas","year":2014,"lang":"en","type":"article","venue":"Nanoscale","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"SiliCycle (Canada)","funders":"Centre National de la Recherche Scientifique","keywords":"Ormosil; Materials science; Amorphous solid; Catalysis; Nanoparticle; Nanotechnology; Chemical engineering; Hybrid material; Sol-gel; Organic chemistry; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005502432,0.0002563447,0.0004660036,0.00007430408,0.0002450094,0.0001750061,0.0007074318,0.0001124904,0.005202502],"category_scores_gemma":[0.0005725365,0.0002138151,0.000118386,0.0001787346,0.0001125185,0.0001730666,0.0002884945,0.00006799112,0.0003642004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006684863,"about_ca_system_score_gemma":0.00007048854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003875301,"about_ca_topic_score_gemma":0.0000361196,"domain_scores_codex":[0.9979655,0.0001864903,0.0004082812,0.000521257,0.0004424758,0.0004759928],"domain_scores_gemma":[0.9985027,0.00005400502,0.0001853835,0.001009184,0.00008578014,0.0001629695],"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":[0.00002033702,0.00002608476,0.00003239081,0.00003565385,0.00000872428,0.000005834412,0.00006217397,0.00001773353,0.9961434,0.0001127202,0.00104641,0.002488539],"study_design_scores_gemma":[0.0002361302,0.00003543638,0.0001463197,0.00002787918,0.00008158913,0.00004320331,0.00003872257,0.0003872127,0.9948148,0.001065782,0.002843288,0.0002796476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952897,0.00008617632,0.00112173,0.0001570729,0.001375656,0.000136721,0.0001041143,0.0001529604,0.001575855],"genre_scores_gemma":[0.995784,0.000007685729,0.003031325,0.0001638353,0.0004406592,0.00001530481,0.00001018471,0.00004826269,0.0004987094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004838301,"threshold_uncertainty_score":0.9957069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081941127531031,"score_gpt":0.2220134429051897,"score_spread":0.2111940316298794,"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."}}