{"id":"W4393407638","doi":"10.46692/9781529232332.010","title":"Alone and on the Move: Unaccompanied Children in UK Parliamentary Debates 2015–2016","year":2023,"lang":"en","type":"other","venue":"","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001770473,0.0001787484,0.0002496192,0.0001809032,0.0003632933,0.0002030607,0.0007770336,0.0002120217,0.007667408],"category_scores_gemma":[0.0003631343,0.0001082212,0.00004899766,0.0006582377,0.001157675,0.00007710803,0.0001536783,0.000274743,0.0005130831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144764,"about_ca_system_score_gemma":0.0002184264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3649541,"about_ca_topic_score_gemma":0.3597444,"domain_scores_codex":[0.9974796,0.0004069576,0.0001665797,0.0004044894,0.0009587512,0.0005836125],"domain_scores_gemma":[0.998816,0.000700377,0.00009284756,0.0002237969,0.0000125567,0.0001543905],"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":[0.000003400373,0.00002200431,0.01700864,0.000001571075,0.00002694659,0.000003275326,0.001331056,2.521226e-7,0.000001029168,0.005404282,0.9694199,0.006777633],"study_design_scores_gemma":[0.0005663772,0.00008465433,0.1466604,0.0004486602,0.00001730967,4.179368e-7,0.01870747,0.00001164156,0.00002217755,0.01841876,0.8142688,0.0007933386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003757749,0.0006624868,9.423831e-7,0.01990619,0.0003336869,0.0009741113,0.00002557427,0.0002822145,0.974057],"genre_scores_gemma":[0.04477274,0.00876941,0.00006001551,0.00106602,0.0008954267,0.00009721932,0.000006905364,0.0002229456,0.9441093],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1551511,"threshold_uncertainty_score":0.9932397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03348383191642965,"score_gpt":0.3563418477340325,"score_spread":0.3228580158176029,"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."}}