{"id":"W4389694333","doi":"10.1515/9780889775763-004","title":"Acknowledgements","year":2018,"lang":"en","type":"book-chapter","venue":"University of Regina Press eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Regina","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"opus","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004162928,0.0006627559,0.0008205038,0.00218975,0.002513704,0.003281727,0.002076878,0.001088319,0.3167379],"category_scores_gemma":[0.0271953,0.0002399567,0.0004445924,0.001855879,0.0008187349,0.002297914,0.004222955,0.002775849,0.1883121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004066451,"about_ca_system_score_gemma":0.006608217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01463885,"about_ca_topic_score_gemma":0.02187756,"domain_scores_codex":[0.9954289,0.0008662413,0.0002290422,0.0004593598,0.002684934,0.0003315689],"domain_scores_gemma":[0.9706589,0.002434898,0.0006441781,0.001268418,0.02166953,0.003324084],"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":[0.00002676415,0.00001109688,0.0001758138,0.000109481,0.000002060406,0.0001018411,0.0005961394,0.000040347,0.0002233263,0.009128499,0.9661703,0.02341445],"study_design_scores_gemma":[0.000002656551,0.000002313228,0.0001932079,0.00006883545,0.000001187818,0.00007447644,0.000351475,0.00002134368,0.00004755109,0.001000123,0.9982336,0.00000312943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003902075,0.008181418,0.00968679,0.1571656,0.09415559,0.001094612,0.03005048,0.002319999,0.6934434],"genre_scores_gemma":[0.01255873,0.002607358,0.005094314,0.01348646,0.005519549,0.0005251876,0.009133084,0.00142556,0.9496498],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6832621,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0322068035704184,"score_gpt":0.2589113039721145,"score_spread":0.2267045004016961,"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."}}