{"id":"W1792600229","doi":"10.1038/ncomms9633","title":"Structural analysis of hierarchically organized zeolites","year":2015,"lang":"en","type":"review","venue":"Nature Communications","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Microporous material; Palette (painting); Nanotechnology; Zeolite; Computer science; Materials science; Process (computing); Catalysis; Chemistry; Organic 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000380815,0.0004291417,0.00294668,0.0006474785,0.0001490271,0.0000518539,0.0039313,0.001283649,0.0009432616],"category_scores_gemma":[0.000999114,0.0003332473,0.001573275,0.002857734,0.0002832111,0.00006090662,0.0008925894,0.002040851,0.00002266311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700308,"about_ca_system_score_gemma":0.0004085569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000224977,"about_ca_topic_score_gemma":0.0001027703,"domain_scores_codex":[0.9975883,0.000258525,0.001089338,0.0003991885,0.0004245969,0.000240036],"domain_scores_gemma":[0.9908647,0.001386413,0.0008848844,0.006121492,0.0005783145,0.000164192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005984226,0.0001431756,0.0001553722,0.003996057,0.01478639,0.00000227163,0.0002581968,0.000001694016,0.00003304068,0.00853226,0.001342962,0.9707426],"study_design_scores_gemma":[0.00006828185,0.000002334066,0.00001806627,0.0007042552,0.01983265,0.000005272802,0.00002560693,0.00009725573,0.000008940493,0.00009483675,0.9788355,0.00030697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004266274,0.9847612,0.000001300682,0.00008594595,0.00003486868,0.0001118604,0.001299206,0.00007226295,0.01359063],"genre_scores_gemma":[0.001856763,0.9861548,0.002064305,0.00002231799,0.00006138715,0.00004652893,0.009075576,0.00005854223,0.00065976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9774926,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06033132212787401,"score_gpt":0.3715588628090151,"score_spread":0.3112275406811411,"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."}}