{"id":"W579893814","doi":"","title":"INDIN 2003 : International Conference on Industrial Informatics : proceedings : August 21-24, 2003, Banff, Alberta, Canada","year":2003,"lang":"en","type":"book","venue":"IEEE eBooks","topic":"Industrial Automation and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Library science; Informatics; Political science; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.0002101904,0.0006257727,0.0006470556,0.0002838277,0.0001052022,0.0002472224,0.000555797,0.001034065,0.0006905079],"category_scores_gemma":[0.000136059,0.0006525534,0.00007790817,0.0001334886,0.00004684365,0.0001271471,0.00002478606,0.001407611,0.0002128674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001592713,"about_ca_system_score_gemma":0.004390584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01789469,"about_ca_topic_score_gemma":0.04634319,"domain_scores_codex":[0.9972697,0.00002236031,0.001083244,0.0002496844,0.000862641,0.0005123773],"domain_scores_gemma":[0.998454,0.00004359687,0.0004122675,0.0002462861,0.0006046611,0.0002391806],"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":[0.0000245765,0.000006438303,0.000005212548,0.00006371649,0.0002178688,0.000008024789,0.0003306526,0.0002048029,0.00002003058,0.008623913,0.9873829,0.003111845],"study_design_scores_gemma":[0.001638969,0.00004931956,0.000001455525,0.0007178898,0.00005554477,0.00001868727,0.0001321434,0.007145596,0.0004018725,0.00009579182,0.9890092,0.000733514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005736453,0.00001210689,0.00003112069,0.00004588862,0.01652886,0.001032797,0.0001989688,0.0001937676,0.9813828],"genre_scores_gemma":[0.009105356,0.000008707736,0.0000309917,0.0003987315,0.001959733,0.0001401362,0.0001669852,0.0001129562,0.9880764],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0284485,"threshold_uncertainty_score":0.9995925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608710502150316,"score_gpt":0.1979161895977029,"score_spread":0.1718290845761998,"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."}}