{"id":"W4299937842","doi":"10.4018/978-1-59140-611-2.ch017","title":"Enabling the Glass Pipeline","year":2006,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Wilfrid Laurier University","funders":"","keywords":"Supply chain management; Process management; Supply chain; Business; Agile software development; Service management; Mobile technology; Procurement; Computer science; Mobile computing; Marketing; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002861879,0.0004359163,0.0003630956,0.000111832,0.0002759199,0.0006359509,0.000425428,0.0001981304,0.0003689664],"category_scores_gemma":[0.00002886723,0.0003157913,0.0002486451,0.0000414332,0.00006847308,0.0002090408,0.0001983811,0.0002366097,0.001563083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364025,"about_ca_system_score_gemma":0.00006174322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001561882,"about_ca_topic_score_gemma":0.0007316285,"domain_scores_codex":[0.9981539,0.000006478405,0.0005873605,0.0003588211,0.00050427,0.0003891612],"domain_scores_gemma":[0.9987494,0.00002888244,0.000560475,0.0004608764,0.0001804238,0.00001994437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009782982,0.000003962218,0.00005692782,0.00005699874,0.0000327528,0.00001347042,0.000005077957,0.000005851678,0.00000646832,0.7720273,0.2242526,0.003528807],"study_design_scores_gemma":[0.0004182045,0.0000057205,0.00009746884,0.0001334978,0.0001221821,0.000009987218,0.00004164239,0.0001276267,0.000003771371,0.0842931,0.9143805,0.0003662738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007601288,0.0002100899,0.0003274294,0.0005882387,0.001013501,0.0005294909,0.00005873497,0.0002220303,0.9969745],"genre_scores_gemma":[0.44263,0.000002126172,0.0000314499,0.01031112,0.0088448,0.00002164803,0.00007921139,0.0001124537,0.5379672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6901279,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067794675745181,"score_gpt":0.2640570432550937,"score_spread":0.2333790964976419,"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."}}