{"id":"W4248716635","doi":"10.7834/phoenix.71.1-2.bm","title":"Back Matter","year":2017,"lang":"en","type":"paratext","venue":"Phoenix","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental 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":[0.0001257003,0.0005195448,0.0006202278,0.0001640625,0.0001687248,0.0003149684,0.001210453,0.0004310097,0.7357017],"category_scores_gemma":[0.00001466929,0.000495043,0.0002445417,0.0000560949,0.0001587778,0.0001582049,0.0003095803,0.000611652,0.9991743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648459,"about_ca_system_score_gemma":0.0001341516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002595012,"about_ca_topic_score_gemma":0.00002085496,"domain_scores_codex":[0.9980565,0.00007529272,0.0002821429,0.0006441112,0.0003291829,0.0006127305],"domain_scores_gemma":[0.9971421,0.00002711967,0.0004871248,0.002091044,0.00008967421,0.0001629895],"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":[0.00002485391,0.00002892582,0.00007197313,0.0001147134,0.00008375155,0.000006398451,0.0001035319,0.000002315325,0.0009273884,0.000001289031,0.9984871,0.0001478058],"study_design_scores_gemma":[0.0003382899,0.00001211022,0.0002921308,0.0001695243,0.00005362854,0.00002360483,0.000001854348,0.000002622723,0.001367212,0.00001080137,0.9971638,0.0005644387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000448454,0.0008626729,0.000008259596,0.0001546661,0.004732667,0.0003128753,0.001904396,0.00002412838,0.9915519],"genre_scores_gemma":[0.00250125,0.00006645204,0.0001374239,0.0004971211,0.001788181,0.0000470419,0.001203977,0.0004774351,0.9932811],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2634726,"threshold_uncertainty_score":0.9997501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295809500282887,"score_gpt":0.3058037189041443,"score_spread":0.2728456239013154,"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."}}