{"id":"W19301190","doi":"10.1007/s00502-006-0338","title":"Zukunftstrends der Automatisierungstechnik und die Bedeutung von adaptiven Produktionssystemen","year":2006,"lang":"de","type":"article","venue":"e+i Elektrotechnik und Informationstechnik","topic":"Flexible and Reconfigurable Manufacturing Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Philosophy; Political science; Humanities","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":[0.003182716,0.0005188694,0.0003581147,0.001235664,0.0005838572,0.003685858,0.0005109829,0.001446592,0.003999494],"category_scores_gemma":[0.01145011,0.0003357819,0.0003370683,0.002025426,0.001035961,0.005241165,0.001224089,0.002036753,0.0007230847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225185,"about_ca_system_score_gemma":0.001097416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374807,"about_ca_topic_score_gemma":0.001015096,"domain_scores_codex":[0.9982365,0.0004400762,0.00009683786,0.0003212626,0.0006276019,0.0002776192],"domain_scores_gemma":[0.9927096,0.004344507,0.001087403,0.0006694516,0.0009137505,0.0002753046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001777935,0.000314741,0.06058634,0.0007405104,0.0001806467,0.0003987296,0.001298105,0.0742036,0.01797441,0.1351756,0.003463792,0.7038856],"study_design_scores_gemma":[0.0001778561,0.002475567,0.2244205,0.000903646,0.0005868341,0.002259584,0.004397168,0.2355223,0.06459209,0.3303072,0.1341195,0.0002378645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8841844,0.0232664,0.0519438,0.004594412,0.0003534109,0.00003727416,0.0004241092,0.0004861458,0.03471002],"genre_scores_gemma":[0.9874221,0.004904102,0.005170584,0.0001388322,0.00009287229,0.00002993864,0.0001590955,0.00006142449,0.002021071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003999494,"threshold_uncertainty_score":0.01683199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007675567334588931,"score_gpt":0.223076679857442,"score_spread":0.2154011125228531,"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."}}