{"id":"W4253026018","doi":"10.1109/emr.2007.4489939","title":"Front cover - IEEE Engineering Management Review - Fourth Quarter 2007","year":2007,"lang":"en","type":"paratext","venue":"IEEE Engineering Management Review","topic":"Advanced Scientific and Engineering Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front cover; Quarter (Canadian coin); Cover (algebra); Front (military); Engineering; Telecommunications; Mechanical engineering; Geography; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001072442,0.00106312,0.00128627,0.004662796,0.00105019,0.004189597,0.00130288,0.002853919,0.3107038],"category_scores_gemma":[0.003833449,0.0004225999,0.0004713394,0.003610666,0.0003933438,0.001909601,0.0009696554,0.001895382,0.283436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001684595,"about_ca_system_score_gemma":0.002181831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003010391,"about_ca_topic_score_gemma":0.009328194,"domain_scores_codex":[0.9989845,0.0001111476,0.00004818152,0.00005447662,0.0006778112,0.0001237838],"domain_scores_gemma":[0.996173,0.0004079849,0.0001942356,0.0001298798,0.002823298,0.0002715994],"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":[0.00001008452,0.00002395964,0.00004316862,0.0002448825,0.000003194789,0.00001126091,0.000004797493,0.00003568931,0.0001111391,0.0003689303,0.9405321,0.05861065],"study_design_scores_gemma":[0.000009941497,0.00002921384,0.0007078812,0.0005372368,0.00001533775,0.00004521583,0.00002572929,0.00009539292,0.0001675607,0.0004145508,0.9979463,0.000005730982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001502955,0.10374,0.00403461,0.05019803,0.07374424,0.0004512035,0.001925022,0.001797411,0.7626066],"genre_scores_gemma":[0.00450479,0.07214493,0.0009692115,0.009482688,0.01683978,0.0001825977,0.001830705,0.0002141163,0.8938313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6892962,"threshold_uncertainty_score":0.9831973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280392322705575,"score_gpt":0.3349334728794236,"score_spread":0.2921295496523679,"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."}}