{"id":"W813184664","doi":"","title":"METAL ION SEPARATION USING ELECTRICALLY SWITCHED ION EXCHANGE","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Defense; McMaster University","keywords":"Ion exchange; Materials science; Ion; Separation (statistics); Chemistry; Computer science; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007803588,0.0003521979,0.0003824031,0.0004349576,0.0001254396,0.00008716297,0.0002073454,0.0003608827,0.01673197],"category_scores_gemma":[0.000008238871,0.0004109558,0.0002244324,0.0009123025,0.000009897086,0.0004584366,0.00002351736,0.0003861873,0.0001446042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006386691,"about_ca_system_score_gemma":0.000074031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001903013,"about_ca_topic_score_gemma":0.001047613,"domain_scores_codex":[0.9987813,0.00005756583,0.0002393047,0.0003318735,0.0002928356,0.0002971164],"domain_scores_gemma":[0.9993069,0.00001959635,0.0001357083,0.0002017657,0.0002187208,0.0001173362],"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":[0.0006540031,0.000273755,0.0002260691,0.00095978,0.002571639,0.0003082895,0.00374084,0.1221987,0.3302304,0.0003214121,0.009680903,0.5288342],"study_design_scores_gemma":[0.001584645,0.0002005228,0.0002452692,0.0004112018,0.002263931,0.00002240928,0.007014709,0.2373242,0.03294707,0.0001560569,0.715781,0.002048958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3939669,0.0007808051,0.005863974,0.00001856765,0.001904349,0.0003780492,0.00003351515,0.0004832301,0.5965707],"genre_scores_gemma":[0.3332741,0.0002472964,0.0009098817,0.00001438622,0.0004221427,0.000002431612,0.001123307,0.0001369618,0.6638696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7061001,"threshold_uncertainty_score":0.9998342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633661104334303,"score_gpt":0.239992291577819,"score_spread":0.223655680534476,"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."}}