{"id":"W6913174648","doi":"10.5281/zenodo.830270","title":"Einsatz Eines Live Video Remote Systems In Der Industrie","year":2016,"lang":"de","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Flexible and Reconfigurable Manufacturing Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"European Commission","keywords":"Work (physics); Process (computing); Component (thermodynamics); Video recording","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00100609,0.0003913862,0.0004463015,0.0006390996,0.0008946573,0.001053093,0.001132326,0.0003543765,0.00933123],"category_scores_gemma":[0.0007641619,0.000332639,0.00009483338,0.0006666592,0.0001639664,0.000415877,0.000559133,0.0005645902,0.04579902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006251147,"about_ca_system_score_gemma":0.00001223429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004168008,"about_ca_topic_score_gemma":0.000002099873,"domain_scores_codex":[0.996638,0.0005782641,0.0007342526,0.0006782199,0.0004924809,0.0008787606],"domain_scores_gemma":[0.9981779,0.00009690342,0.0001745105,0.0007954256,0.000372249,0.0003829454],"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":[0.0001963888,0.0002258072,0.00002471707,0.001934394,0.0007458383,0.000348583,0.003705649,0.01050643,0.01650021,0.001771193,0.4420944,0.5219464],"study_design_scores_gemma":[0.001148126,0.0001803503,0.0003159195,0.00137076,0.00004036204,0.000110074,0.0003675662,0.002762244,0.002113078,0.00006666924,0.9910317,0.0004931567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.321806,0.04555833,0.02393871,0.009022351,0.01828118,0.009384913,0.002776081,0.01291368,0.5563187],"genre_scores_gemma":[0.9849226,0.001652187,0.00004425078,0.00005050292,0.001286433,9.425106e-8,0.0003128066,0.003088035,0.008643049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6631166,"threshold_uncertainty_score":0.9999839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108468966059149,"score_gpt":0.2182422380476105,"score_spread":0.187157548387019,"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."}}