{"id":"W4377231971","doi":"10.1142/9789811269554_bmatter","title":"BACK MATTER","year":2023,"lang":"en","type":"paratext","venue":"Asia-Pacific business series","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mathematics; Physics","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002977402,0.001712266,0.0018398,0.001056348,0.0003970781,0.0008583153,0.001298833,0.001325484,0.2733486],"category_scores_gemma":[0.00006480861,0.001679503,0.0003567423,0.004333775,0.0009412196,0.001232566,0.0006510873,0.000983361,0.9912009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214542,"about_ca_system_score_gemma":0.0005831178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003118395,"about_ca_topic_score_gemma":0.00009678449,"domain_scores_codex":[0.9942443,0.0002320854,0.001118658,0.001797192,0.000962581,0.001645193],"domain_scores_gemma":[0.9953861,0.0001116192,0.0007809651,0.002432225,0.001026408,0.0002626482],"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":[0.0002090938,0.00007781486,0.0001659025,0.001393165,0.0002748558,0.00006245887,0.0002988778,0.00007261427,0.0006358869,0.00005791257,0.9966347,0.0001167798],"study_design_scores_gemma":[0.0004228086,0.00002779778,0.004030147,0.0007852772,0.0001435452,0.000215154,0.001312894,0.000002676595,0.0005816899,0.00006927545,0.990581,0.001827678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003910432,0.001160584,0.00004059167,0.003622266,0.01726242,0.0009883759,0.004729447,0.0005040258,0.9713013],"genre_scores_gemma":[0.001119621,0.0008014804,0.0004058269,0.0001202676,0.002302174,0.0003499828,0.01000049,0.001898924,0.9830012],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7178523,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183479042334258,"score_gpt":0.2514174961515671,"score_spread":0.2295827057282245,"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."}}