{"id":"W3150983773","doi":"10.5703/1288284314949","title":"Saving Time, Energy, Keystrokes and Sanity: Adventures in Order Automation","year":2012,"lang":"en","type":"article","venue":"","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Sanity; Adventure; Automation; Computer science; Order (exchange); Artificial intelligence; Engineering; Psychology; Business","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":[0.00141405,0.0004110266,0.0001400593,0.0002892852,0.00390268,0.004005862,0.001037668,0.001214773,0.01055975],"category_scores_gemma":[0.00250462,0.0002401524,0.0003528351,0.0004606305,0.003872621,0.006543479,0.00261311,0.002963749,0.001405312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000852546,"about_ca_system_score_gemma":0.0006400077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586326,"about_ca_topic_score_gemma":0.00899591,"domain_scores_codex":[0.9990011,0.0005574265,0.00002150041,0.00008455284,0.0001776222,0.0001578128],"domain_scores_gemma":[0.9986086,0.0006958601,0.00007209532,0.0001640058,0.0001193808,0.0003400182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005400142,0.0004742309,0.003965756,0.0007760217,0.00005722333,0.0008442773,0.0310201,0.002042681,0.002704221,0.2860985,0.2844636,0.3870135],"study_design_scores_gemma":[0.00002052787,0.0001830799,0.00206368,0.0003301605,0.00002223834,0.0004683051,0.01036977,0.001351151,0.0009299137,0.04201658,0.9422025,0.00004213275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1289389,0.01698154,0.03309724,0.136033,0.005188504,0.00008876534,0.0001374287,0.0009411389,0.6785934],"genre_scores_gemma":[0.7647189,0.01238995,0.04474368,0.01029833,0.001678591,0.00007418754,0.0001196659,0.0003512322,0.1656255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01055975,"threshold_uncertainty_score":0.03532583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009096050347901313,"score_gpt":0.2004960618503458,"score_spread":0.1914000115024445,"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."}}