{"id":"W2785829193","doi":"","title":"","year":2018,"lang":"en","type":"letter","venue":"PubMed","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data 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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00359004,0.0003294569,0.0005503421,0.0003267397,0.002851558,0.0007723283,0.001173468,0.001674636,0.0001417895],"category_scores_gemma":[0.0009471777,0.00034627,0.0002475477,0.0005310245,0.0009457903,0.0005962909,0.00008730026,0.001465332,0.00007313574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007058812,"about_ca_system_score_gemma":0.0006628045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05758257,"about_ca_topic_score_gemma":0.2162067,"domain_scores_codex":[0.9938803,0.0008481202,0.000594493,0.0007684505,0.00178038,0.002128196],"domain_scores_gemma":[0.9977823,0.0002311713,0.0004919744,0.0005862793,0.0005034285,0.0004048591],"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":[0.000005373396,0.00001650896,0.01237069,0.000110823,0.00002858622,0.00002967077,0.01124379,2.299589e-8,1.126688e-8,0.0004474521,0.9725406,0.003206487],"study_design_scores_gemma":[0.0001379425,0.000009135651,0.1650593,0.000008763384,0.00005017589,9.148415e-7,0.0003554633,1.261251e-7,5.542457e-7,0.01053133,0.8235251,0.0003211636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00737641,0.0003168865,0.00002149262,0.9642614,0.004924314,0.002678146,0.00003210214,0.0003007402,0.02008854],"genre_scores_gemma":[0.007011378,0.001495605,0.00003352344,0.8449038,0.1071342,0.003852721,0.0001468663,0.00004442141,0.03537748],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1586241,"threshold_uncertainty_score":0.9998989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05842729175356756,"score_gpt":0.3057723741093606,"score_spread":0.247345082355793,"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."}}