{"id":"W4298225241","doi":"10.4018/978-1-60566-054-7.ch120","title":"Enabling the Glass Pipeline","year":2009,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Wilfrid Laurier University","funders":"","keywords":"Supply chain; Supply chain management; Process management; Business; Service management; Procurement; Agile software development; Mobile technology; Computer science; Marketing; Mobile computing; 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":[0.0003129855,0.0004371052,0.0003768711,0.0001123328,0.0002695901,0.0006311911,0.0004611404,0.0001990585,0.0004041256],"category_scores_gemma":[0.0000411929,0.000314846,0.0002487974,0.00004218506,0.00005444768,0.000227031,0.0001510982,0.0002574468,0.001628958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001294012,"about_ca_system_score_gemma":0.00006482057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004022167,"about_ca_topic_score_gemma":0.000345572,"domain_scores_codex":[0.9981827,0.000006759193,0.0005592899,0.0003599813,0.0005010678,0.0003902033],"domain_scores_gemma":[0.9987547,0.00002525542,0.0005333727,0.000482393,0.0001782984,0.00002601515],"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":[0.00001526491,0.000004553296,0.00002076543,0.00004268903,0.00003734271,0.00001624901,0.00001119648,0.000002301085,0.000007587386,0.8958307,0.0739004,0.03011095],"study_design_scores_gemma":[0.0003923049,0.000009692501,0.00007943134,0.0001506918,0.0001126634,0.00001194838,0.0000542412,0.00007659318,0.000003382157,0.1415576,0.8572068,0.0003446913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005210212,0.0002355764,0.0001404407,0.001057149,0.0008086183,0.0005352718,0.00003221885,0.0002252774,0.9969134],"genre_scores_gemma":[0.3999206,0.000006892006,0.00005202467,0.0289505,0.009659227,0.00001666591,0.00005350873,0.0001083447,0.5612322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7833064,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03448679529758519,"score_gpt":0.2727996927875579,"score_spread":0.2383128974899728,"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."}}