{"id":"W3015048382","doi":"10.17504/protocols.io.y9pfz5n","title":"STAGE (STop And Go Extraction) C18 tips for Desalting and Clean Up v1","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stage (stratigraphy); Extraction (chemistry); Chemistry; Chromatography; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004188679,0.001443023,0.0009029171,0.001060811,0.0009441408,0.000903103,0.001047638,0.0008883093,0.0282231],"category_scores_gemma":[0.001047137,0.0007482672,0.0006924942,0.001113601,0.0002646036,0.0005895481,0.0006106464,0.001529447,0.01541323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005872073,"about_ca_system_score_gemma":0.001234956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553104,"about_ca_topic_score_gemma":0.004936242,"domain_scores_codex":[0.9992961,0.00002557408,0.00003091815,0.0001744537,0.0003335876,0.0001394068],"domain_scores_gemma":[0.9995382,0.0001095713,0.0000535449,0.0000874895,0.0001854314,0.00002587623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000351079,0.00007966288,0.0007869451,0.0005034566,0.000042553,0.0001349475,0.00009278321,0.002416684,0.9302866,0.00155677,0.01062774,0.05312084],"study_design_scores_gemma":[0.00001793786,0.0001610368,0.001893247,0.00001503117,0.00002428405,0.00009627068,0.00002465193,0.004017564,0.9653566,0.00034073,0.02802589,0.00002676075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3965545,0.002580112,0.502598,0.0007827585,0.0005951597,0.001533445,0.01693217,0.01850021,0.05992366],"genre_scores_gemma":[0.3906959,0.002059905,0.4950819,0.0006593142,0.0001379266,0.00165138,0.02147716,0.01016546,0.07807091],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0282231,"threshold_uncertainty_score":0.09441566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989407977955121,"score_gpt":0.2507087552629455,"score_spread":0.2308146754833943,"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."}}