{"id":"W2202523747","doi":"","title":"Book Review: \\IRalph B. Peck: Educator and Engineer — The Essence of the Man\\N edited by John Dunnicliff and Nancy Peck Young. Vancouver, British Columbia: BiTech Publishers Ltd., 2006","year":2007,"lang":"en","type":"article","venue":"Civil engineering","topic":"Historical Education Studies Worldwide","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peck (Imperial); Sociology; Engineering; Management; Economics; Mathematics; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.000533374,0.001288449,0.001391139,0.002922703,0.0008724661,0.002599461,0.001436509,0.001684161,0.0810195],"category_scores_gemma":[0.002835591,0.0004719419,0.0004204127,0.004585749,0.000733025,0.002500714,0.001070752,0.002621665,0.07267395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782056,"about_ca_system_score_gemma":0.00338039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01318284,"about_ca_topic_score_gemma":0.03813424,"domain_scores_codex":[0.9995635,0.00004645122,0.00002502478,0.00006735436,0.0002650086,0.00003258827],"domain_scores_gemma":[0.9985989,0.0003887312,0.00008305212,0.00003667772,0.0007073596,0.0001853017],"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":[0.000006396062,0.000004750748,0.0000185544,0.0003036451,0.000002551873,0.00001730833,0.00002004964,0.00002038967,0.00004644817,0.0004024303,0.9491853,0.04997212],"study_design_scores_gemma":[0.000002610924,0.000004447817,0.000126919,0.0003991906,0.000003306668,0.0001304028,0.00002187368,0.00001067525,0.00002649484,0.0001887003,0.9990813,0.000004055074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002430806,0.8540831,0.0006025021,0.02271824,0.03489554,0.00006789196,0.0007478333,0.0001857224,0.08645608],"genre_scores_gemma":[0.0017502,0.5927858,0.000830626,0.01019957,0.009616225,0.00006615185,0.0009613877,0.0001226471,0.3836673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0810195,"threshold_uncertainty_score":0.2710372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003407016594833435,"score_gpt":0.2182708423685319,"score_spread":0.2148638257736985,"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."}}