{"id":"W4254577511","doi":"10.1088/1742-6596/1927/1/011001","title":"Preface","year":2021,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001556326,0.001182841,0.0009474214,0.00263878,0.003062166,0.005833119,0.001935628,0.001999943,0.6150025],"category_scores_gemma":[0.008898203,0.0004364492,0.0008551784,0.002403589,0.0007546861,0.004218027,0.003118607,0.003351136,0.4567898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00256771,"about_ca_system_score_gemma":0.003513792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004288819,"about_ca_topic_score_gemma":0.004271799,"domain_scores_codex":[0.9985127,0.0002049567,0.0001150571,0.0003206782,0.0006682106,0.00017833],"domain_scores_gemma":[0.9956916,0.0005120712,0.0001561267,0.0004156913,0.002452021,0.0007725956],"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":[0.00002941019,0.00002014049,0.0001164945,0.000106559,0.000002323055,0.00005829412,0.00009958528,0.00005048772,0.00009202309,0.004149976,0.9580495,0.03722506],"study_design_scores_gemma":[0.000003632864,0.00001218615,0.0002008129,0.00008731531,0.000001275746,0.00005681591,0.0001199206,0.00002243683,0.00005393863,0.001231539,0.9982057,0.00000433783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001531497,0.007444174,0.005981653,0.02751115,0.09308673,0.0006924989,0.01545705,0.002600648,0.8456946],"genre_scores_gemma":[0.006085512,0.004223802,0.002465976,0.006594076,0.009913236,0.0003427926,0.01217689,0.001049502,0.9571483],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6150025,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822651265657735,"score_gpt":0.2446568709766474,"score_spread":0.21643035832007,"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."}}