{"id":"W4385600539","doi":"10.59962/9780774832359-001","title":"Acknowledgments","year":2016,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001193977,0.00009358213,0.0003041833,0.00003460985,0.0004070275,0.00008642373,0.0005337565,0.0003884799,0.002348895],"category_scores_gemma":[0.00001263674,0.0002163571,0.0001918098,0.000005335833,0.0007161195,0.0000873035,0.0001760835,0.0001709356,0.00006368133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160325,"about_ca_system_score_gemma":0.0002370215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1419911,"about_ca_topic_score_gemma":0.7027897,"domain_scores_codex":[0.9988489,0.00004879144,0.0001303894,0.0003230773,0.0003899891,0.0002588462],"domain_scores_gemma":[0.9991291,0.00006722297,0.0001825448,0.0002317094,0.0002421757,0.0001472415],"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":[0.00002788,0.00004098519,0.00009283242,0.0001041973,0.0003686364,0.0004609212,0.003779033,3.997213e-8,0.00002070577,0.02028414,0.5290102,0.4458104],"study_design_scores_gemma":[0.0004104201,0.00003274528,0.00003644202,0.001548503,0.00009014638,0.000002268667,0.00008242035,1.070294e-7,0.00000264012,0.005579728,0.9919661,0.0002484824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000315295,0.0005590875,0.00001463857,0.00001263112,0.0002438,0.0003037782,0.0002486544,0.00008620978,0.9982159],"genre_scores_gemma":[0.002013192,0.002943131,0.00004899548,0.00002189111,0.0001578865,2.266446e-7,0.000004406163,0.00002259644,0.9947877],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5607986,"threshold_uncertainty_score":0.9985631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292121584892789,"score_gpt":0.2149787837976139,"score_spread":0.192057567948686,"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."}}