{"id":"W2283846652","doi":"","title":"Book Review: \\IEngineer ... Around the World in Fifty Years\\N by C. O. Brawner. Richmond, British Columbia: BiTech Publishers, 2003","year":2004,"lang":"en","type":"article","venue":"Civil engineering","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Media studies; Columbia university; Engineering; Archaeology; History; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004759718,0.001224865,0.001253456,0.002713579,0.0008479761,0.002613132,0.001271547,0.001509898,0.1181757],"category_scores_gemma":[0.002204655,0.0004915461,0.0004971016,0.004008753,0.0005698145,0.002647559,0.00100352,0.002669004,0.1268842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478554,"about_ca_system_score_gemma":0.003174405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01491962,"about_ca_topic_score_gemma":0.0432373,"domain_scores_codex":[0.9996819,0.00003075578,0.00001814548,0.00004759634,0.0001925095,0.00002919654],"domain_scores_gemma":[0.9988362,0.0002777533,0.00006988538,0.00003364451,0.0006206491,0.0001619528],"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":[0.00000570449,0.000003582985,0.00001857337,0.0002144757,0.000001497034,0.00001122232,0.00001294297,0.00001329641,0.00003651144,0.0001742689,0.9615908,0.03791726],"study_design_scores_gemma":[0.000002178568,0.000004727743,0.0001355157,0.0003348478,0.000003254587,0.00009547658,0.00001975974,0.000008215276,0.00002256646,0.0001271446,0.9992425,0.000003687079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0002610446,0.8394377,0.0006475227,0.02530607,0.0312137,0.00007739384,0.001321478,0.0004226502,0.1013125],"genre_scores_gemma":[0.001363592,0.4261135,0.0006563517,0.009332274,0.006894344,0.00006183351,0.001359688,0.0001888676,0.5540296],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1181757,"threshold_uncertainty_score":0.3953372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007190663361424404,"score_gpt":0.1818229925824836,"score_spread":0.1746323292210591,"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."}}