{"id":"W7132548251","doi":"","title":"Quicktron: Evolving into a Global AMR Unicorn","year":2023,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Unicorn; Mobile apps; Key (lock); Mobile device","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":[0.007915799,0.000627848,0.0004495995,0.001968317,0.004385346,0.01160469,0.002300644,0.002758099,0.02958871],"category_scores_gemma":[0.01108942,0.0004862684,0.0007233339,0.002012332,0.005753923,0.01753796,0.01007899,0.003715354,0.005998075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004917478,"about_ca_system_score_gemma":0.00823849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338363,"about_ca_topic_score_gemma":0.0124087,"domain_scores_codex":[0.9958948,0.001648006,0.0001733831,0.0007662959,0.001026481,0.0004911799],"domain_scores_gemma":[0.9953995,0.001199949,0.000376748,0.0007157937,0.00139658,0.0009113771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009831421,0.00007613192,0.004613792,0.0002384693,0.00004423481,0.0003018616,0.01681866,0.003424029,0.001051573,0.7596266,0.04935275,0.1643536],"study_design_scores_gemma":[0.00004582309,0.0001360557,0.002619199,0.0003987902,0.00004088683,0.0002500791,0.01763894,0.005466745,0.0009872282,0.1770751,0.795262,0.00007906338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03968777,0.001626543,0.08494768,0.03127901,0.001645323,0.0002103916,0.0003023708,0.001797359,0.8385035],"genre_scores_gemma":[0.6550693,0.002000691,0.09856354,0.007742495,0.0005110203,0.0005727382,0.0008055987,0.001336453,0.2333981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02958871,"threshold_uncertainty_score":0.09898406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285062240328414,"score_gpt":0.2646050203219346,"score_spread":0.2517543979186504,"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."}}