{"id":"W6977054664","doi":"10.6084/m9.figshare.183","title":"DSC scan for membrane composition","year":2011,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calorimetry; Differential scanning calorimetry; Membrane; Characterization (materials science); Composition (language)","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":[0.0009982369,0.004566174,0.002910142,0.00337847,0.003102334,0.001074155,0.00256978,0.001848395,0.1848026],"category_scores_gemma":[0.002657247,0.001270527,0.001096959,0.004165218,0.00055395,0.003393039,0.0008516394,0.006641308,0.05917366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180333,"about_ca_system_score_gemma":0.001503688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002824212,"about_ca_topic_score_gemma":0.004773489,"domain_scores_codex":[0.9972613,0.0001533337,0.0001237269,0.001140155,0.001069359,0.0002520775],"domain_scores_gemma":[0.9989499,0.0002217328,0.00006506883,0.000162944,0.0005571211,0.00004328294],"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":[0.001265608,0.0004016628,0.003833576,0.00233344,0.0003000368,0.001100875,0.001328367,0.001678832,0.7355398,0.003929622,0.1625589,0.08572929],"study_design_scores_gemma":[0.0000720988,0.0002747223,0.01016879,0.0003916116,0.000169669,0.001804377,0.000621801,0.003451786,0.6223552,0.001577967,0.3587688,0.000343265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1961453,0.02920949,0.08105143,0.007137317,0.006317589,0.001565557,0.233081,0.05085033,0.394642],"genre_scores_gemma":[0.34409,0.02363175,0.07449983,0.005601292,0.000777107,0.003873136,0.198065,0.02402657,0.3254352],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1848026,"threshold_uncertainty_score":0.6182263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08683576791686168,"score_gpt":0.2912893129101135,"score_spread":0.2044535449932518,"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."}}