{"id":"W4252030243","doi":"10.1007/978-3-662-53120-4_300409","title":"Measurement Device","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science","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":[0.0006644372,0.001514672,0.001409064,0.002174532,0.001275318,0.001946588,0.00254147,0.001710561,0.144755],"category_scores_gemma":[0.001447301,0.0007140756,0.0005683294,0.00223237,0.0007522897,0.002423291,0.002067974,0.001612657,0.1115746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006405199,"about_ca_system_score_gemma":0.000891723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008201649,"about_ca_topic_score_gemma":0.0007557645,"domain_scores_codex":[0.9986779,0.00007940928,0.00004762078,0.0004076855,0.0007301289,0.00005717765],"domain_scores_gemma":[0.9993773,0.00009788461,0.0000298369,0.0001765299,0.0002836554,0.00003484849],"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":[0.0001897432,0.0001215902,0.0005332765,0.00160238,0.00002894624,0.0002833259,0.0002803988,0.0005790893,0.07934316,0.07924432,0.4590843,0.3787094],"study_design_scores_gemma":[0.00001634268,0.00009525336,0.0004992838,0.0001268472,0.00002523895,0.0004375996,0.00005444563,0.0007260197,0.02164228,0.003249873,0.9730992,0.00002771349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003343149,0.006530775,0.265548,0.001716312,0.004984048,0.001528909,0.009844816,0.01069268,0.6958113],"genre_scores_gemma":[0.03326918,0.005385626,0.0744718,0.002738339,0.0007651022,0.001137434,0.00738546,0.0010332,0.8738139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.144755,"threshold_uncertainty_score":0.4842537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07152810976835028,"score_gpt":0.2329150516022065,"score_spread":0.1613869418338562,"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."}}