{"id":"W1575915629","doi":"10.7202/1071926ar","title":"An Engineer Well Lost","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Engineering; Construction engineering; Engineering ethics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00158589,0.0009303741,0.0005433992,0.001832816,0.008811005,0.01068743,0.001123629,0.003154856,0.1220684],"category_scores_gemma":[0.005542453,0.0003457031,0.000414652,0.0006792089,0.003759935,0.004845913,0.004803154,0.006559186,0.06351025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002489705,"about_ca_system_score_gemma":0.003358342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003540715,"about_ca_topic_score_gemma":0.006926042,"domain_scores_codex":[0.9973835,0.0004207426,0.00007121386,0.0003725773,0.001381543,0.0003702768],"domain_scores_gemma":[0.9977809,0.0002408508,0.0000548978,0.0001849438,0.001073297,0.0006651696],"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":[0.00007291879,0.00008401743,0.0004218906,0.0000718757,0.00001094515,0.0006957771,0.003489317,0.00007663792,0.001214594,0.2116354,0.6832785,0.09894815],"study_design_scores_gemma":[0.000002552156,0.00001774026,0.0001126912,0.00003529593,0.000002903944,0.0001988588,0.0009728191,0.0000350417,0.0001238064,0.005710138,0.9927826,0.000005550486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006290596,0.005388299,0.004474339,0.1223748,0.04308149,0.0000752135,0.0001396096,0.0005740983,0.8176015],"genre_scores_gemma":[0.009770319,0.0005563287,0.0004587458,0.007180658,0.001009517,0.000009924387,0.00002109904,0.0001107465,0.9808827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1220684,"threshold_uncertainty_score":0.4083596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032220461806421,"score_gpt":0.2200489634826939,"score_spread":0.1897267588646297,"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."}}