{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006370878,0.0002411406,0.000300097,0.00005402408,0.0001819727,0.0001066806,0.0001161988,0.0003050437,0.001581117],"category_scores_gemma":[0.0000873293,0.000227671,0.0001949505,0.00006540555,0.00001233139,0.0001252911,0.000004448244,0.0003186131,0.000007666657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357846,"about_ca_system_score_gemma":0.0003040633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002674915,"about_ca_topic_score_gemma":0.001211025,"domain_scores_codex":[0.9989895,0.000007469997,0.0002675256,0.0003096809,0.0001489838,0.0002768726],"domain_scores_gemma":[0.9990809,0.0001241926,0.0002035508,0.0002086694,0.000329654,0.00005301769],"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":[0.0002724825,0.0001883534,0.00003550827,0.0003503501,0.0003010696,0.000002406874,0.0001725333,0.00001974813,0.9875131,0.005460616,0.003844806,0.001839031],"study_design_scores_gemma":[0.00361195,0.0001187204,0.00004491573,0.0004281596,0.0009430267,0.00005184534,0.003438535,0.01747437,0.8870027,0.01524577,0.07018001,0.001459968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3217308,0.0004194611,0.1160248,0.0003140139,0.001677407,0.001502131,0.001471101,0.0004030489,0.5564572],"genre_scores_gemma":[0.3701203,0.00001981542,0.004993746,0.0001632458,0.0004103491,0.0004087456,0.001966204,0.00009961614,0.621818],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1110311,"threshold_uncertainty_score":0.9993316,"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."}}