{"id":"W7048126166","doi":"","title":"I W Nicholas 100589","year":2011,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shipbuilding; Coal; Coal mining","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001219307,0.0003207108,0.0003063144,0.0001145481,0.0001244476,0.0001774698,0.0003260628,0.000310196,0.0241699],"category_scores_gemma":[0.000003045221,0.0002772635,0.0001172624,0.0002431126,0.0001114586,0.003858049,0.0003785297,0.0003029561,0.002281159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001219148,"about_ca_system_score_gemma":0.000007862036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002283215,"about_ca_topic_score_gemma":0.000001016477,"domain_scores_codex":[0.9985969,0.00008920467,0.0004392955,0.0002504431,0.0002194595,0.0004047023],"domain_scores_gemma":[0.9990941,0.00001613407,0.0003130227,0.0003751825,0.000001970469,0.00019964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001766265,0.0000310604,0.001711254,0.00005948324,0.00006929885,0.000001779505,0.0001924867,0.00005952304,0.000001313279,0.01705358,0.9736274,0.007175153],"study_design_scores_gemma":[0.0002540562,0.00002441177,0.00134054,0.0001654455,0.00002969058,0.000003957908,0.000003251311,0.000110719,0.00002883039,0.0002204789,0.9974862,0.0003323636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004499537,0.0001885209,0.0001404989,0.0001576166,0.0005669425,0.0001611431,0.0000626877,0.0003176671,0.9983599],"genre_scores_gemma":[0.01088253,0.004051657,0.00238137,0.002749103,0.002210708,0.00003610122,0.001580026,0.000264701,0.9758438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02385885,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090052504969812,"score_gpt":0.1974640262161886,"score_spread":0.1865635011664904,"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."}}