{"id":"W2952403932","doi":"10.1002/chin.200633034","title":"Catalysis in Capillaries by Pd Thin Films Using Microwave‐Assisted Continuous‐Flow Organic Synthesis (MACOS).","year":2006,"lang":"en","type":"article","venue":"ChemInform","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Chemistry; Continuous flow; Microwave; Organic synthesis; Nanotechnology; Catalysis; Service (business); Organic chemistry; Biochemical engineering; Telecommunications; Computer science; Business; Marketing","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":[0.0002146076,0.000266903,0.0003322149,0.0002033933,0.00006976003,0.00005765189,0.0002055156,0.0002199549,0.0002118531],"category_scores_gemma":[0.00005443396,0.000280719,0.00005860406,0.000975065,0.00009638712,0.0002377606,0.0000501592,0.0002214177,0.00002154215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003718368,"about_ca_system_score_gemma":0.00003804389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001338803,"about_ca_topic_score_gemma":0.000006782175,"domain_scores_codex":[0.9987107,8.85392e-7,0.0005782283,0.0001907574,0.0001578953,0.0003615156],"domain_scores_gemma":[0.9994376,0.00004096242,0.00009863424,0.0002820377,0.0001155507,0.00002517794],"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":[0.000005025244,0.00002326073,0.0001397215,0.00007517868,0.00003270823,0.000005481668,0.0002289069,0.00000719702,0.9154968,0.0001642677,0.06407236,0.01974907],"study_design_scores_gemma":[0.000190233,0.000004953324,0.0001056739,0.00006024474,0.00002654967,0.00002124893,0.0002846031,0.001449216,0.9866685,0.00005948676,0.01079618,0.000333087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5921068,0.002648668,0.03194065,0.00007994367,0.000418245,0.0007566674,0.0002085945,0.001686175,0.3701543],"genre_scores_gemma":[0.9959313,0.00002012774,0.001797324,0.00007089186,0.0000495535,0.00003179388,0.0005122825,0.00005626186,0.001530497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4038245,"threshold_uncertainty_score":0.9999645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006997254949477636,"score_gpt":0.1991533076935038,"score_spread":0.1921560527440262,"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."}}