{"id":"W7064843539","doi":"","title":"City of Hamilton - 126526","year":2008,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"BARGE; Government (linguistics)","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":[],"category_scores_codex":[0.0000581135,0.0002828675,0.000360344,0.0001761662,0.0000432929,0.00003551743,0.0001819153,0.0002779761,0.001517226],"category_scores_gemma":[0.000002640251,0.0002844403,0.00008215716,0.0001941469,0.0000601255,0.001456944,0.00004917456,0.0002850061,0.00002622983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008937445,"about_ca_system_score_gemma":0.00002419926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.981552e-7,"about_ca_topic_score_gemma":0.00000219005,"domain_scores_codex":[0.9988381,0.00003355946,0.0005014106,0.0001243235,0.0001900613,0.000312533],"domain_scores_gemma":[0.9994012,0.00002006977,0.0001638531,0.0002957628,0.00001078163,0.0001083692],"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":[0.00003820167,0.00004625094,0.000568279,0.0009396743,0.0001569371,0.000001459978,0.0002852763,0.0006776237,0.000008911337,0.02024041,0.9645144,0.01252258],"study_design_scores_gemma":[0.0004890459,0.00006172292,0.001102482,0.0004157021,0.00001490259,0.000007369427,9.530024e-7,0.001984465,0.0001001912,0.00007177549,0.9954944,0.0002569806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003937427,0.001927448,0.0004849097,0.00001833091,0.0005626809,0.0003252417,0.00009963613,0.0004588945,0.9957291],"genre_scores_gemma":[0.3903642,0.2111482,0.01149122,0.004752846,0.005932686,0.0002029404,0.01112408,0.001680899,0.3633029],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6324262,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0096673690486787,"score_gpt":0.1799887894276863,"score_spread":0.1703214203790075,"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."}}