{"id":"W1814495992","doi":"10.3233/wor-2012-0012-5235","title":"Prospective ergonomics: origin, goal, and prospects","year":2012,"lang":"en","type":"article","venue":"Work","topic":"Persona Design and Applications","field":"Computer Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Scope (computer science); Human factors and ergonomics; Computer science; Risk analysis (engineering); Poison control; Business; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01886849,0.001040862,0.0007617195,0.004197846,0.003930731,0.01532972,0.001286642,0.003753514,0.003221904],"category_scores_gemma":[0.0114134,0.0006678359,0.0007351468,0.003071301,0.02270154,0.01264827,0.007137972,0.004171617,0.0009634914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005888567,"about_ca_system_score_gemma":0.01033132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003025239,"about_ca_topic_score_gemma":0.002504184,"domain_scores_codex":[0.9810585,0.01190354,0.001109297,0.001120615,0.003608515,0.001199622],"domain_scores_gemma":[0.9837322,0.006629504,0.001398696,0.001331201,0.004930469,0.001977894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000593175,0.0001448325,0.007881187,0.0006603844,0.00001625292,0.0002830773,0.01956911,0.000524162,0.0006357211,0.8908843,0.003739174,0.07560257],"study_design_scores_gemma":[0.00003268388,0.000332661,0.01856349,0.004974172,0.00004687424,0.001533307,0.06489799,0.001452715,0.001216901,0.6181815,0.2885633,0.0002043773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07447924,0.06320721,0.2626405,0.09117626,0.00273318,0.0006352649,0.0002119838,0.0005325548,0.5043838],"genre_scores_gemma":[0.8816819,0.02241809,0.06706449,0.004280809,0.0006591364,0.0005240989,0.0001400398,0.000277737,0.0229537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01886849,"threshold_uncertainty_score":0.09978729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575208755642139,"score_gpt":0.242548513931466,"score_spread":0.2267964263750446,"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."}}