{"id":"W2109672608","doi":"10.51847/by1iqke","title":"10.51847/By1IQke","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microreactor; Kinetics; Parametric statistics; Chemistry; Enzyme kinetics; Enzyme; Immobilized enzyme; Computer science; Catalysis; Mathematics; Physics; Organic chemistry; Classical mechanics","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":[0.000628091,0.001642696,0.0008989366,0.002209664,0.001350064,0.003231649,0.00121569,0.002955155,0.9307287],"category_scores_gemma":[0.0008485072,0.0005813277,0.0006961563,0.001638756,0.001135192,0.002023873,0.002255251,0.001550969,0.9343545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009088836,"about_ca_system_score_gemma":0.0005717275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001393178,"about_ca_topic_score_gemma":0.001483685,"domain_scores_codex":[0.9995741,0.00002693351,0.00002659126,0.0001376722,0.0001536276,0.00008108998],"domain_scores_gemma":[0.9992379,0.0001371402,0.00004117106,0.0001594414,0.0002361964,0.0001880543],"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":[0.0006914074,0.0004887286,0.001211057,0.000732807,0.00003934668,0.0004205461,0.000181599,0.0008131914,0.03833484,0.01156664,0.1921064,0.7534134],"study_design_scores_gemma":[0.00005704429,0.00006896537,0.001232648,0.0001513513,0.00001423781,0.0005183968,0.00009372859,0.0007429368,0.006586617,0.001471126,0.9890392,0.00002384305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003860387,0.001489632,0.005937943,0.001044141,0.001688447,0.0001468641,0.001791551,0.002303824,0.9817371],"genre_scores_gemma":[0.00529761,0.0003368337,0.001593885,0.00023416,0.00007175735,0.00005341476,0.00105124,0.0002904156,0.9910707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06927133,"threshold_uncertainty_score":0.09880704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005554019215006896,"score_gpt":0.1804965587644476,"score_spread":0.1749425395494407,"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."}}