{"id":"W4389693512","doi":"10.1515/9780889777026","title":"Gather","year":2020,"lang":"en","type":"book","venue":"University of Regina Press eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001557487,0.0001231685,0.0002424163,0.00006806865,0.001952607,0.00001264776,0.0004892274,0.0003347234,0.00008805792],"category_scores_gemma":[0.00000117553,0.000138072,0.0001152724,0.00001179103,0.0006448697,0.0000474975,0.000004390123,0.0002294297,0.00004177465],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496257,"about_ca_system_score_gemma":0.01635595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07716572,"about_ca_topic_score_gemma":0.2749316,"domain_scores_codex":[0.9990398,0.000125777,0.00005950182,0.0002309589,0.0003052382,0.0002387405],"domain_scores_gemma":[0.9991702,0.00005768915,0.000230865,0.0002141501,0.0001583496,0.0001687555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001351262,0.000009001766,9.879896e-7,0.0001059706,0.00003134565,0.00001422049,0.305524,1.593427e-7,9.670388e-8,0.6184541,0.07552493,0.0003216539],"study_design_scores_gemma":[0.0001115648,0.00002894343,0.000001062789,0.00008640753,0.00005705408,3.618231e-7,0.001430245,6.537419e-7,0.000005839337,0.001550423,0.9965796,0.0001478733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006784228,0.0002170892,0.00003895997,0.0003955892,0.0002903689,0.0004125086,0.00002179845,0.00006959875,0.9984862],"genre_scores_gemma":[0.00004309273,0.00283562,0.0001677666,0.00001656609,0.0003737145,2.864656e-8,0.00001431855,0.00001402392,0.9965349],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9210547,"threshold_uncertainty_score":0.9993467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707586412214068,"score_gpt":0.2423461794215775,"score_spread":0.2152703152994369,"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."}}