{"id":"W7161947219","doi":"10.82308/16007","title":"Using a conductivity level probe for thickener control","year":2001,"lang":"en","type":"dissertation","venue":"","topic":"Electrostatics and Colloid Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conductivity; Total dissolved solids; Work (physics); Suspended solids; Hydraulic conductivity; Filtration (mathematics); Measuring instrument","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":[0.0003881425,0.0003983287,0.0003427932,0.0004258011,0.0002936185,0.001082898,0.0006757321,0.00113304,0.002570995],"category_scores_gemma":[0.0009131291,0.0002814104,0.0002133578,0.0004839932,0.0003816275,0.001161939,0.0006820994,0.000700122,0.001034741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005893288,"about_ca_system_score_gemma":0.0003649076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002620646,"about_ca_topic_score_gemma":0.0003466566,"domain_scores_codex":[0.9994643,0.00006695549,0.00002750517,0.0001625116,0.0002337886,0.00004486912],"domain_scores_gemma":[0.9995797,0.0001283755,0.00006644387,0.00005731744,0.00012578,0.00004222213],"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":[0.0001138252,0.00002865907,0.0002910654,0.00007491899,0.000004582509,0.00005802258,0.0000523451,0.000492417,0.9714584,0.001043666,0.0004684537,0.02591356],"study_design_scores_gemma":[0.00001928878,0.0002095454,0.0007169002,0.00001084064,0.00001112699,0.0002166187,0.00003205687,0.006092399,0.9825948,0.0004058674,0.009665873,0.00002469779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3439147,0.003233592,0.6291862,0.001192558,0.0005665278,0.0003449827,0.0006181458,0.003796347,0.01714699],"genre_scores_gemma":[0.7250328,0.001646524,0.255782,0.0008135852,0.00008630833,0.0002173498,0.0003571064,0.0001365577,0.01592781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002570995,"threshold_uncertainty_score":0.008600831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08642355137362395,"score_gpt":0.3560031933392335,"score_spread":0.2695796419656096,"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."}}