{"id":"W4252733641","doi":"10.29173/hsi323","title":"Koko","year":2020,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002451798,0.00006906436,0.0001450262,0.00009435138,0.003024743,0.0001821022,0.0005324434,0.00004169443,0.0002497394],"category_scores_gemma":[0.0003416504,0.00006931584,0.00003062686,0.001495381,0.001515531,0.0006939832,0.00005804293,0.0001403007,0.0003831166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002412403,"about_ca_system_score_gemma":0.00476863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005424998,"about_ca_topic_score_gemma":0.003230042,"domain_scores_codex":[0.9977021,0.00005660846,0.0002759641,0.0003559518,0.0009255451,0.0006838735],"domain_scores_gemma":[0.9985376,0.00002604149,0.0001242802,0.0001539548,0.0001579802,0.001000133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001418698,0.00007361918,0.0988502,0.0001740507,0.000001803023,0.000003604252,0.5329652,0.00001519049,0.0001822724,0.2119145,0.1411086,0.01469677],"study_design_scores_gemma":[0.0004971256,0.0005180574,0.3332882,0.0000590477,0.000005846835,0.000003104251,0.07924571,0.0006963012,0.00016059,0.01490752,0.5700586,0.0005599098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6632612,0.001051764,0.001867056,0.2921061,0.005021538,0.000954102,0.000005312322,0.0004947258,0.03523823],"genre_scores_gemma":[0.9734497,0.0009920982,0.0004393198,0.02313426,0.001773588,0.000006880377,0.000001428232,0.000005041229,0.0001976746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4537196,"threshold_uncertainty_score":0.9982732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1993305185843982,"score_gpt":0.4565547831851331,"score_spread":0.2572242646007349,"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."}}