{"id":"W2106920054","doi":"10.51847/ml5asge","title":"10.51847/mL5aSGe","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microreactor; Reagent; Nanotechnology; Process engineering; Chemical reactor; Reactor design; Microfluidics; Chemical reaction; Biochemical engineering; Catalysis; Computer science; Chemistry; Materials science; Chemical engineering; Nuclear engineering; Engineering; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004923064,0.001327096,0.0006817621,0.002607695,0.0009272145,0.00239649,0.001243347,0.002597925,0.8619832],"category_scores_gemma":[0.0007197387,0.000483003,0.0006909503,0.001671323,0.0008318115,0.001614487,0.002381345,0.001415195,0.8817018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124439,"about_ca_system_score_gemma":0.0004728508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661082,"about_ca_topic_score_gemma":0.001745369,"domain_scores_codex":[0.9995672,0.00003706304,0.00002165813,0.0001259042,0.0001711997,0.00007692951],"domain_scores_gemma":[0.9994718,0.00006929307,0.00003146981,0.0001408573,0.0001776166,0.0001089524],"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":[0.0004363628,0.000230733,0.001105694,0.000439708,0.00004141516,0.0003044436,0.0001306318,0.0008754501,0.0390854,0.01363118,0.2132083,0.7305107],"study_design_scores_gemma":[0.00003883353,0.00006223717,0.0007094458,0.0001044518,0.00001265472,0.0003312115,0.00005215789,0.001335972,0.008693418,0.001470337,0.9871672,0.00002214574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005074954,0.002203467,0.01367381,0.001269314,0.001666836,0.0001583558,0.001774502,0.009100362,0.9650785],"genre_scores_gemma":[0.01468893,0.0006539915,0.006867948,0.0006249847,0.0001566686,0.00009368697,0.001953208,0.0008035791,0.9741571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1380168,"threshold_uncertainty_score":0.1968642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00571233804279413,"score_gpt":0.1812521149863925,"score_spread":0.1755397769435984,"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."}}