{"id":"W4255935606","doi":"10.5206/notabene.v4i2.6568","title":"Foreword and Front Matter","year":2012,"lang":"en","type":"article","venue":"Nota bene","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007388453,0.0008499317,0.001130226,0.001418895,0.002371482,0.004904105,0.001367749,0.0073545,0.5016882],"category_scores_gemma":[0.003865856,0.0004158597,0.0008054897,0.0007453251,0.0008591753,0.002153855,0.001699041,0.00416627,0.5427914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010421,"about_ca_system_score_gemma":0.001939775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018124,"about_ca_topic_score_gemma":0.002008457,"domain_scores_codex":[0.9994327,0.00004804842,0.00004163514,0.0001056925,0.0002825107,0.0000893932],"domain_scores_gemma":[0.9973459,0.0005038726,0.0001600735,0.0001700785,0.0009000027,0.0009200066],"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":[0.00002611234,0.00001508743,0.00003097772,0.0001146711,0.000002531803,0.00004919925,0.000006358607,0.000009775546,0.0001898767,0.000823952,0.9611688,0.03756281],"study_design_scores_gemma":[0.000005234661,0.000009922657,0.0001154595,0.00008026879,0.00000246807,0.00005962777,0.00001177749,0.0000166659,0.00006727707,0.000527005,0.9991014,0.000002848089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004311057,0.01255557,0.0006811823,0.08494471,0.385444,0.0001643915,0.0008051768,0.0005551573,0.5144186],"genre_scores_gemma":[0.001522637,0.003514389,0.0002900211,0.03117,0.05272431,0.00007581852,0.0003571949,0.0001821084,0.9101635],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5016882,"threshold_uncertainty_score":0.7107812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908619445489248,"score_gpt":0.2109291383719034,"score_spread":0.1918429439170109,"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."}}