{"id":"W1996132311","doi":"10.7202/800319ar","title":"Making Steel: Understanding the Lived Experience","year":2009,"lang":"en","type":"article","venue":"Scientia Canadensis Canadian Journal of the History of Science Technology and Medicine","topic":"Anthropology: Ethics, History, Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Documentation; Steelmaking; Lived experience; Engineering; Sociology; Engineering ethics; Psychology; Computer science; Metallurgy; Psychoanalysis; Materials 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0069994,0.0007051515,0.0005575207,0.00223599,0.01207848,0.01130249,0.001810294,0.003255943,0.003327164],"category_scores_gemma":[0.01149311,0.0006274729,0.0003606559,0.002174322,0.03630771,0.01395652,0.009476891,0.004219076,0.0003376958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004864554,"about_ca_system_score_gemma":0.003337096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008982673,"about_ca_topic_score_gemma":0.009193907,"domain_scores_codex":[0.991057,0.006306694,0.0001696567,0.000515414,0.001039028,0.0009121293],"domain_scores_gemma":[0.9955375,0.002913239,0.0003162698,0.0002133779,0.0003334303,0.0006861482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008597863,0.000006259828,0.0002425122,0.00002510354,0.000001875384,0.0003346015,0.9840167,0.00003861079,0.0002608671,0.01299896,0.00041645,0.001649508],"study_design_scores_gemma":[0.000003755043,0.00001553615,0.0003376664,0.00009194218,0.000002551602,0.0003516198,0.9514452,0.00007074026,0.0001323533,0.007094598,0.0404382,0.00001568778],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7820379,0.006768805,0.02523691,0.02148682,0.0005801774,0.0001770199,0.0001787635,0.000108141,0.1634254],"genre_scores_gemma":[0.9904895,0.001349432,0.001682874,0.0005536528,0.00003897983,0.00005621196,0.00004471805,0.00003696644,0.005747731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9910173,"threshold_uncertainty_score":0.03701681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030670415048683,"score_gpt":0.3407672524048393,"score_spread":0.237700210899971,"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."}}