{"id":"W4401216768","doi":"10.24200/sci.2024.63474.8414","title":"A performance-based comparison for the synthesis of Plavix (Clopidogrel) in a microreactor vs. batch reactor: From CuBr2 homogeneous catalysis to heterogeneous catalysis using a Cu-based MOF (VNU-18)","year":2024,"lang":"en","type":"article","venue":"Scientia Iranica","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Microreactor; Catalysis; Clopidogrel; Homogeneous; Batch reactor; Chemistry; Materials science; Organic chemistry; Thermodynamics; Physics","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"],"consensus_categories":[],"category_scores_codex":[0.000686699,0.0003587942,0.0005733536,0.0007791069,0.0001315683,0.0001243457,0.0006376248,0.0001670256,0.0000785216],"category_scores_gemma":[0.00009637686,0.0003038181,0.0002646283,0.002819758,0.0001707495,0.0001303672,0.00007465527,0.000238208,0.00001667008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004423759,"about_ca_system_score_gemma":0.0002085929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007734328,"about_ca_topic_score_gemma":0.0001062631,"domain_scores_codex":[0.9976171,0.00003570201,0.0008781791,0.0005794212,0.0003991775,0.0004903949],"domain_scores_gemma":[0.9983752,0.000430683,0.00012554,0.000797556,0.0002034287,0.00006759216],"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":[0.0001614008,0.0001523614,0.001491856,0.000393484,0.0003149126,0.00001065987,0.0006609405,0.01510681,0.9624558,0.00002679755,0.002142441,0.01708252],"study_design_scores_gemma":[0.0002096484,0.00005405915,0.0002141619,0.0002606699,0.0002254104,0.000003424788,0.00004545093,0.3282637,0.6662275,0.000008148394,0.0042282,0.0002596312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8459696,0.001094928,0.150757,0.0001288705,0.000437132,0.0007494117,0.0005543354,0.0002496364,0.00005909672],"genre_scores_gemma":[0.9922497,0.00001037696,0.006995016,0.00007583378,0.00006949541,0.0002120377,0.0002955029,0.00008131124,0.00001074181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3131569,"threshold_uncertainty_score":0.9999414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967945545214538,"score_gpt":0.2746756759473223,"score_spread":0.244996220495177,"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."}}