{"id":"W2299826723","doi":"10.33915/etd.8708","title":"An engineer's story: Ernst Behrend and the Hammermill Paper Company, the first quarter century.","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History; Management; Engineering; Sociology; Economics; 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":[],"consensus_categories":[],"category_scores_codex":[0.001986881,0.001036502,0.0003835477,0.001015051,0.01068611,0.007808224,0.001195288,0.01234284,0.01560866],"category_scores_gemma":[0.006741349,0.0006056949,0.0004583918,0.0008250342,0.003386072,0.005567694,0.003777028,0.01781296,0.006379519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002952971,"about_ca_system_score_gemma":0.005326103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01717819,"about_ca_topic_score_gemma":0.04525839,"domain_scores_codex":[0.9974057,0.0004872642,0.00009318047,0.0002810363,0.00114375,0.0005890274],"domain_scores_gemma":[0.9969168,0.0006449108,0.0001631248,0.00009375352,0.0004011194,0.001780304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001665508,0.00002544986,0.0003043692,0.00004303621,0.000004081437,0.0009027295,0.002175593,0.00001067789,0.00004708934,0.003889735,0.9725415,0.02003925],"study_design_scores_gemma":[0.000004304278,0.00001494827,0.000360896,0.0001183967,0.00000230861,0.0007529832,0.002292149,0.000006480203,0.00003087514,0.0006588828,0.9957487,0.000009111356],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004371743,0.1082047,0.0002790627,0.7242835,0.07538891,0.00002710711,0.0001449681,0.0001013605,0.0871987],"genre_scores_gemma":[0.03380855,0.06331009,0.0003822969,0.4562282,0.0312302,0.00004429651,0.0001485722,0.0001645569,0.4146832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01717819,"threshold_uncertainty_score":0.05221617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009769625608434463,"score_gpt":0.2184497795659772,"score_spread":0.2086801539575428,"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."}}