{"id":"W4241324102","doi":"10.7834/phoenix.69.3-4.bm","title":"Back Matter","year":2015,"lang":"en","type":"paratext","venue":"Phoenix","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.0001971806,0.0005103915,0.0005970672,0.0002063187,0.00003515997,0.0001093791,0.0006118692,0.0004117887,0.7029538],"category_scores_gemma":[0.00001158783,0.0004818409,0.0001684925,0.0002473131,0.00009073035,0.0001092189,0.0002329481,0.000573799,0.9993508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354134,"about_ca_system_score_gemma":0.0002462548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000172373,"about_ca_topic_score_gemma":0.00001323324,"domain_scores_codex":[0.9978702,0.0001199612,0.0003306629,0.0005891217,0.0004906932,0.0005993659],"domain_scores_gemma":[0.9982614,0.00002523644,0.0002448663,0.0009973806,0.0002016482,0.0002694483],"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":[0.00003436333,0.00003781607,0.00003088738,0.00008098768,0.00006841182,0.000004149407,0.0002212144,0.00001132955,0.0004911477,0.000001147718,0.9989624,0.00005614398],"study_design_scores_gemma":[0.0004214807,0.0000200408,0.00002925972,0.00008457985,0.00004971465,0.00002751315,0.000007811026,0.000004667629,0.0006304955,0.00001971336,0.9981504,0.0005543294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004985841,0.001542535,0.000009280613,0.0001183147,0.003835026,0.0003178352,0.001965503,0.00003431459,0.9916786],"genre_scores_gemma":[0.0009586899,0.00002459504,0.0002104272,0.0008108211,0.001593368,0.00004486749,0.002025241,0.0005176789,0.9938143],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.296397,"threshold_uncertainty_score":0.9997633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03765740644549038,"score_gpt":0.2970204648958028,"score_spread":0.2593630584503124,"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."}}