{"id":"W2950552596","doi":"10.1002/chin.200215221","title":"ChemInform Abstract: Perspectives in Catalytic Applications of Mesostructured Materials.","year":2002,"lang":"en","type":"article","venue":"ChemInform","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Chemistry; Nanotechnology; Service (business); Business","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":[0.0004006857,0.0002246066,0.000367996,0.0001513946,0.0000653535,0.00009591992,0.0008373592,0.0001251042,0.01086606],"category_scores_gemma":[0.0002222898,0.000207802,0.00004837002,0.0004706345,0.0004534876,0.0006596333,0.0001992572,0.00009058807,0.000399821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889936,"about_ca_system_score_gemma":0.0000655681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007786565,"about_ca_topic_score_gemma":0.000009661255,"domain_scores_codex":[0.9981123,1.154844e-7,0.0006984394,0.0003653651,0.0004004533,0.0004233082],"domain_scores_gemma":[0.9987223,0.00006490308,0.0003569107,0.0006173485,0.0001397587,0.00009875221],"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":[0.00001905404,0.00008398387,0.000009593145,0.0003365909,0.000003820645,0.000002789568,0.004760545,9.303079e-7,0.9662109,0.001174789,0.001561156,0.02583582],"study_design_scores_gemma":[0.0003036281,0.0000136495,0.0004292724,0.00004351746,0.00000867013,0.00003080751,0.001039591,0.000006840317,0.9956962,0.0006976381,0.001499347,0.0002308388],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3806612,0.0005722892,0.000003673483,0.0001539668,0.0003799153,0.0007807651,0.0002230563,0.0001667012,0.6170585],"genre_scores_gemma":[0.9961333,0.00005466271,0.0001960079,0.00003137248,0.00008781673,0.0001242213,0.0000253441,0.00001665221,0.003330595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6154721,"threshold_uncertainty_score":0.9900382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468531925082029,"score_gpt":0.247982937331791,"score_spread":0.2332976180809707,"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."}}