{"id":"W7084048792","doi":"10.53731/acns1-zv280","title":"Looking back on a year of gobbledygook","year":2008,"lang":"en","type":"article","venue":"","topic":"Wireless Sensor Networks for Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Publishing; Publication; Period (music); Quarter (Canadian coin); Newspaper","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":[0.002228099,0.001025588,0.0009175398,0.002149154,0.005868097,0.01074203,0.0008400481,0.003695143,0.1259128],"category_scores_gemma":[0.01242053,0.0003468263,0.0005737601,0.002242133,0.001809055,0.008779507,0.004837777,0.007091186,0.0749066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348076,"about_ca_system_score_gemma":0.002104605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005605609,"about_ca_topic_score_gemma":0.02085863,"domain_scores_codex":[0.998463,0.0001648066,0.00004871942,0.0001821245,0.0007926487,0.000348809],"domain_scores_gemma":[0.9927632,0.0006768383,0.0002415929,0.0003402763,0.002366828,0.003611351],"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":[0.00004564746,0.00001531825,0.0001707997,0.00004666137,0.000002911267,0.0001462215,0.0002406488,0.00001033825,0.0001840144,0.001203743,0.9817657,0.016168],"study_design_scores_gemma":[0.000004234503,0.00001622056,0.0003696425,0.00007674122,0.000001791221,0.0001141984,0.0004549892,0.00001248194,0.00008108581,0.0005237723,0.9983339,0.00001101483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.007959604,0.0215152,0.004004517,0.3225041,0.4634485,0.0001475175,0.003369299,0.003476491,0.1735749],"genre_scores_gemma":[0.01809484,0.006927602,0.002269143,0.1182375,0.03446687,0.00007293292,0.002691666,0.002960084,0.8142793],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1259128,"threshold_uncertainty_score":0.4212204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805018787861069,"score_gpt":0.2155109702755816,"score_spread":0.1974607823969709,"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."}}