{"id":"W2053970542","doi":"10.1109/mnet.2005.1407688","title":"From the open call [Editor's note]","year":2005,"lang":"en","type":"article","venue":"IEEE Network","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Telecommunications; Computer network","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004565944,0.0001015531,0.0001205848,0.00000666316,0.0005848763,0.001042828,0.0008532898,0.0000753312,0.0006745812],"category_scores_gemma":[0.00003665822,0.00006715614,0.00004489766,0.00002621114,0.00009451353,0.0004800966,0.0001107969,0.0004181564,0.0003099919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002329947,"about_ca_system_score_gemma":0.00002962713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002897643,"about_ca_topic_score_gemma":0.002710858,"domain_scores_codex":[0.9991425,0.00006770566,0.0001773847,0.0001726288,0.0001604951,0.0002792782],"domain_scores_gemma":[0.9991749,0.000437416,0.00007193763,0.0002226542,0.00003994308,0.00005318463],"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":[0.00000801329,0.000006690924,0.00005549038,6.618729e-7,0.00001010784,6.668436e-7,0.008922881,0.0008043115,9.189886e-7,0.005232159,0.9815303,0.003427786],"study_design_scores_gemma":[0.000129801,0.000007343561,0.00006177409,0.00004238544,0.00001275231,4.326703e-7,0.0004318575,0.0003671662,0.000002946673,0.003849247,0.9949844,0.0001098837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01094341,0.001654478,0.0001495494,0.03630248,0.07840665,0.0003767404,0.00009885596,0.0002834736,0.8717843],"genre_scores_gemma":[0.2712793,0.0000164811,0.0001695904,0.008489926,0.7044476,0.00001439108,0.00002246183,0.00002080358,0.01553941],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8562449,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03539563743923666,"score_gpt":0.2610046785530179,"score_spread":0.2256090411137812,"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."}}