{"id":"W1970805842","doi":"10.1007/s00453-008-9205-z","title":"Editorial, COCOON 2007 Special Issue","year":2008,"lang":"en","type":"article","venue":"Algorithmica","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Theory of computation; Computer science; Algorithm","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002245701,0.0001369743,0.0001694868,0.00006398262,0.0006008341,0.0001600552,0.0002551129,0.0001219331,0.009836413],"category_scores_gemma":[0.0001560298,0.0001272288,0.00005945998,0.00004561372,0.0002460825,0.0004336796,0.00005008237,0.0004170815,0.001574604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003159759,"about_ca_system_score_gemma":0.00006679198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004003103,"about_ca_topic_score_gemma":0.0000190671,"domain_scores_codex":[0.9988478,0.0000327743,0.0002264867,0.0002146503,0.0003477761,0.0003305486],"domain_scores_gemma":[0.9993736,0.0001040863,0.00007194233,0.0001551822,0.0001917717,0.0001034473],"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":[0.000005804853,0.00002129646,0.00002026492,0.000005032436,0.000009431935,0.00000798792,0.006586565,4.442576e-7,0.000003657705,0.008561294,0.9807045,0.004073695],"study_design_scores_gemma":[0.0002246355,0.00003380254,0.00001551481,0.00001552537,0.000008621303,0.00001201981,0.001070186,0.00003344786,0.00003771198,0.0006817016,0.9976868,0.0001800059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002509185,0.0002072051,0.00003460893,0.00148575,0.2443588,0.000128491,0.00004327799,0.0002624111,0.7509702],"genre_scores_gemma":[0.005916794,0.00004613577,0.0002198575,0.000555217,0.9392486,0.00000795516,0.00002808683,0.0000243014,0.05395312],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6970171,"threshold_uncertainty_score":0.9992028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201948500276925,"score_gpt":0.2265180304546347,"score_spread":0.2044985454518655,"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."}}