{"id":"W4310969386","doi":"10.1109/jsyst.2022.3203618","title":"IEEE Systems Journal Publication Information","year":2022,"lang":"en","type":"article","venue":"IEEE Systems Journal","topic":"Internet of Things and AI","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Polytechnique Montréal; University of Manitoba; Syracuse University","keywords":"Computer science; Information retrieval; World Wide Web; Data science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003284587,0.0001676078,0.000243244,0.0005159935,0.001229038,0.004461269,0.001791602,0.00006092622,0.00004157144],"category_scores_gemma":[0.00005403248,0.0001459644,0.000155687,0.0003828203,0.00001641691,0.004626586,0.0001294963,0.001015279,0.0001646694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005598726,"about_ca_system_score_gemma":0.0002809415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007862299,"about_ca_topic_score_gemma":4.248978e-7,"domain_scores_codex":[0.9966926,0.0004042686,0.001024022,0.0001545324,0.001309064,0.0004155043],"domain_scores_gemma":[0.9972763,0.0000390075,0.001343217,0.0003521569,0.0007401246,0.0002491672],"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":[0.00002410103,0.00009935632,0.0002624198,0.00009786988,0.0001559292,0.0001226606,0.004797144,0.2732006,0.001095881,0.0161748,0.696627,0.007342341],"study_design_scores_gemma":[0.0008572951,0.0003514383,0.0001291195,0.000141976,0.0000148607,0.04257422,0.0006620934,0.3226814,0.00012622,0.0003411959,0.6317375,0.000382657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02721364,0.0008173608,0.8924506,0.003012995,0.06810898,0.0004150268,0.00001337638,0.0001839838,0.007784075],"genre_scores_gemma":[0.9952041,0.00002011254,0.0004604777,0.0004143346,0.001834966,0.00002892319,0.000002467256,0.00001170898,0.002022915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9679905,"threshold_uncertainty_score":0.9965722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292535425328725,"score_gpt":0.2203654215863192,"score_spread":0.2074400673330319,"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."}}