{"id":"W4385367671","doi":"10.59962/9780774867498","title":"Screening Out","year":2022,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":3,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006608879,0.0004303045,0.0002595519,0.0007956984,0.01035237,0.004179359,0.0009275237,0.001401825,0.04149575],"category_scores_gemma":[0.001995278,0.0002243873,0.0003270734,0.000832616,0.00434904,0.001790384,0.00211592,0.002657716,0.007335163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01381901,"about_ca_system_score_gemma":0.01879071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7086923,"about_ca_topic_score_gemma":0.8594126,"domain_scores_codex":[0.999313,0.0001177721,0.00001040451,0.00006882871,0.0002001762,0.0002899472],"domain_scores_gemma":[0.9994034,0.0001053255,0.00002881555,0.00002682883,0.0001846271,0.0002510401],"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":[0.00002816219,0.00006074981,0.004744742,0.0001090111,0.000005033414,0.001014028,0.06500599,0.00004103382,0.0005264661,0.03043492,0.7476048,0.1504251],"study_design_scores_gemma":[0.000005631365,0.00002517324,0.01004182,0.000234145,0.00001013906,0.0008874899,0.06120396,0.00004716852,0.0002718527,0.002865981,0.9243829,0.0000237787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0252384,0.006925848,0.001219296,0.07597878,0.005030429,0.000120796,0.0006978983,0.0002876057,0.8845009],"genre_scores_gemma":[0.087405,0.00693721,0.0006434909,0.0244398,0.0003583487,0.00004895624,0.0003773734,0.0001484567,0.8796415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7086923,"threshold_uncertainty_score":0.5860465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963368117121659,"score_gpt":0.2393028162665626,"score_spread":0.209669135095346,"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."}}