{"id":"W4256358308","doi":"10.1016/s0958-2118(09)70172-7","title":"Millipore delivers solid results","year":2009,"lang":"en","type":"article","venue":"Membrane Technology","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Bioprocess; Division (mathematics); Engineering; Business; Operations management; Mathematics; Geography; Chemical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008587381,0.002367795,0.002900555,0.005898686,0.002768849,0.008155751,0.003353756,0.004508755,0.2217456],"category_scores_gemma":[0.01289624,0.002635043,0.001985317,0.003974023,0.001584128,0.004576796,0.005087748,0.006157913,0.3462656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905939,"about_ca_system_score_gemma":0.004898075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00219088,"about_ca_topic_score_gemma":0.003289161,"domain_scores_codex":[0.9860057,0.001829628,0.0007956908,0.001207347,0.009144786,0.001016877],"domain_scores_gemma":[0.9928427,0.001509653,0.0004594821,0.001346504,0.003007763,0.0008339318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002210098,0.0001912017,0.0003704059,0.0009104062,0.00005596425,0.0002755958,0.0001537424,0.00008053528,0.04823177,0.01322921,0.8490013,0.08727879],"study_design_scores_gemma":[0.00006445615,0.00007826249,0.0002248029,0.00008347413,0.00002222105,0.0002400682,0.00003909352,0.0001060542,0.02711465,0.001144948,0.9708553,0.0000267684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007747781,0.03404343,0.116711,0.02899785,0.02023055,0.003237816,0.04995347,0.1003467,0.6387314],"genre_scores_gemma":[0.03043646,0.02391623,0.06610201,0.0108858,0.003302762,0.001726834,0.08213203,0.00896527,0.7725326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2217456,"threshold_uncertainty_score":0.7418128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007492779985586821,"score_gpt":0.2588669936075999,"score_spread":0.2513742136220131,"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."}}