{"id":"W1982258862","doi":"10.1145/1595384.1592458","title":"Five Questions ... For George Siemens","year":2009,"lang":"en","type":"article","venue":"eLearn","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Siemens; George (robot); Management; Library science; Engineering; Engineering management; Engineering ethics; Sociology; Computer science; Artificial intelligence","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":[0.002167658,0.0008386164,0.0004667324,0.0009197206,0.005322606,0.003378378,0.001096223,0.007271161,0.1562825],"category_scores_gemma":[0.0122977,0.0004100976,0.0004811626,0.0005876631,0.001728612,0.006190678,0.002794339,0.008508053,0.0929206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002958311,"about_ca_system_score_gemma":0.002701293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009774032,"about_ca_topic_score_gemma":0.01134339,"domain_scores_codex":[0.9986419,0.0005315364,0.00006071573,0.0001682456,0.0003719892,0.0002255592],"domain_scores_gemma":[0.9953128,0.001348839,0.0001645535,0.0002035614,0.00181616,0.001154016],"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":[0.000007466987,0.00001374399,0.0001074724,0.00002603586,7.669922e-7,0.00003673627,0.0006290838,0.00001105571,0.00004175274,0.005014696,0.9828336,0.01127762],"study_design_scores_gemma":[0.000005305492,0.00001112288,0.0002698287,0.0001034086,7.376846e-7,0.00008716762,0.002412434,0.00002836465,0.00003408598,0.002859099,0.9941764,0.00001188215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001776465,0.006070419,0.001544825,0.8457881,0.02545469,0.0002277403,0.0006457033,0.0006086117,0.1178835],"genre_scores_gemma":[0.02239431,0.004137322,0.002989429,0.3069189,0.005473289,0.0005674873,0.0007113699,0.0002912126,0.6565167],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1562825,"threshold_uncertainty_score":0.5228171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175663186935252,"score_gpt":0.4240129786433564,"score_spread":0.3064466599498311,"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."}}