{"id":"W4231652362","doi":"10.1142/9789811226830_bmatter","title":"BACK MATTER","year":2020,"lang":"en","type":"paratext","venue":"Series in machine perception and artificial intelligence","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002467955,0.0006452362,0.0007021339,0.0003409271,0.0001640831,0.0003040719,0.0004160269,0.0004114012,0.4131665],"category_scores_gemma":[0.00004408656,0.0006448113,0.0001357768,0.0005728431,0.0006182409,0.0003889031,0.0003053361,0.001075393,0.7382571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001392783,"about_ca_system_score_gemma":0.00006148786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004459505,"about_ca_topic_score_gemma":0.0007667699,"domain_scores_codex":[0.9969313,0.000267134,0.0009651019,0.0009968736,0.0003203151,0.0005193203],"domain_scores_gemma":[0.9990297,0.00004474628,0.0002297395,0.0004117281,0.00007809707,0.0002060057],"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":[0.001861253,0.0004150157,0.001179963,0.001197469,0.00009004828,0.00003724563,0.0124857,0.001583226,0.02768907,0.002873006,0.8804231,0.07016491],"study_design_scores_gemma":[0.00009430589,0.0003838551,0.001158001,0.0005266586,0.00005927832,0.0000913843,0.004759364,0.00996313,0.002231566,0.003431765,0.9750429,0.002257762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01864566,0.002183813,0.01215853,0.01217873,0.007628062,0.00246713,0.003151034,0.0002027523,0.9413843],"genre_scores_gemma":[0.2956,0.007151524,0.005041618,0.005931049,0.003532936,0.0002054591,0.004323675,0.0007831223,0.6774306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3250906,"threshold_uncertainty_score":0.9996003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0444097476746532,"score_gpt":0.322214677407661,"score_spread":0.2778049297330078,"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."}}