{"id":"W2603078098","doi":"10.1365/s40702-017-0310-9","title":"IT-getriebenes Instandhaltungsmanagement im After Sales Bereich","year":2017,"lang":"de","type":"article","venue":"HMD Praxis der Wirtschaftsinformatik","topic":"Flexible and Reconfigurable Manufacturing Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Weyerhauser (Canada)","funders":"","keywords":"Political science; Humanities; Business administration; Business; Art","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":[0.001119255,0.0008135368,0.0006311294,0.001725851,0.001253208,0.007490649,0.001007102,0.001291337,0.02033037],"category_scores_gemma":[0.002290493,0.0004060965,0.0004423234,0.002210185,0.0006573282,0.004167768,0.003449392,0.001888859,0.008790822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573217,"about_ca_system_score_gemma":0.002298642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004048085,"about_ca_topic_score_gemma":0.00325957,"domain_scores_codex":[0.9980955,0.0004001018,0.0001234909,0.000251605,0.0005839844,0.0005453702],"domain_scores_gemma":[0.9985206,0.0002945102,0.0001764975,0.0003325882,0.0002474663,0.0004283888],"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":[0.0006965616,0.001300223,0.03575685,0.0004298885,0.0001249031,0.002354589,0.00445504,0.03124063,0.0152457,0.05915801,0.03605633,0.8131812],"study_design_scores_gemma":[0.0002248464,0.001007953,0.07569426,0.001058175,0.0002620914,0.002605088,0.01881457,0.2431997,0.0668374,0.09871937,0.4913076,0.0002689487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6105329,0.003209739,0.1098767,0.009328417,0.0006009742,0.0002945136,0.001517369,0.01057725,0.2540622],"genre_scores_gemma":[0.9329972,0.001115486,0.02279469,0.0005060771,0.0001430541,0.00008227555,0.001492647,0.0004518359,0.04041674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02033037,"threshold_uncertainty_score":0.06801188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499740523527914,"score_gpt":0.2395600807494871,"score_spread":0.224562675514208,"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."}}