{"id":"W7033520033","doi":"","title":"Preliminary Proceedings 15th International Workshop on Expressiveness in Concurrency:EXPRESS'08 Toronto, Canada 23 August 2008","year":2008,"lang":"en","type":"book","venue":"IT University Of Copenhagen (IT University of Copenhagen)","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); The Internet; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001710452,0.0005120003,0.0008786914,0.00006639137,0.0003557457,0.00002621713,0.002215214,0.0007079974,0.06019513],"category_scores_gemma":[0.00003203298,0.0004245324,0.0002656849,0.000205333,0.0003550722,0.0004686863,0.0005636828,0.0005923436,0.000586391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007736332,"about_ca_system_score_gemma":0.0009828254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08199008,"about_ca_topic_score_gemma":0.3634722,"domain_scores_codex":[0.9974987,0.0001010013,0.0004011123,0.0007766234,0.0007528632,0.0004697241],"domain_scores_gemma":[0.997879,0.000395026,0.0008468808,0.0001844597,0.0004238997,0.0002707187],"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":[0.001082279,0.0002026997,0.00004824783,0.00007840058,0.0001651081,0.0006648216,0.0006760306,0.0001052372,0.001145025,0.00007589851,0.9925779,0.003178399],"study_design_scores_gemma":[0.0008784098,0.0003190684,0.005110417,0.0009200778,0.0001050767,0.00002004318,0.003570145,0.00004233115,0.0004726293,0.000004101554,0.9879131,0.0006445891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0860315,0.001915354,0.00002075721,0.000551906,0.0004529033,0.0009841869,0.002534732,0.00004137612,0.9074673],"genre_scores_gemma":[0.2136276,0.002279897,0.0001377443,0.0001377883,0.0001110806,3.226639e-7,0.0009278959,0.000006139293,0.7827715],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2814821,"threshold_uncertainty_score":0.9998206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967667514457997,"score_gpt":0.1825767732230629,"score_spread":0.1629000980784829,"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."}}