{"id":"W3086153617","doi":"10.17863/cam.54881","title":"What is the role of professional helping relationships in altering the trajectories of young people facing severe and multiple disadvantage?","year":2020,"lang":"en","type":"dissertation","venue":"Apollo (University of Cambridge)","topic":"Family Support in Illness","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantage; Psychology; Social psychology; Public relations; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0004708115,0.0001256378,0.0003078929,0.00009118301,0.0006773523,0.00002458994,0.0003733586,0.0001544981,0.00001870427],"category_scores_gemma":[0.0001733853,0.0001138843,0.0001024891,0.0004071783,0.0002698642,0.0006185399,0.0000878495,0.0003316465,9.286249e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005906322,"about_ca_system_score_gemma":0.0002486908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01736216,"about_ca_topic_score_gemma":0.06192613,"domain_scores_codex":[0.9987205,0.0002521109,0.0002138336,0.0002055397,0.000442854,0.0001651963],"domain_scores_gemma":[0.9986615,0.000615284,0.0004115597,0.000162738,0.0001071293,0.00004174606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001292841,0.00003031867,0.3421386,0.0002748704,0.00005987234,0.000001943029,0.649483,0.00003101892,0.001748803,0.004655551,0.0000974481,0.001349206],"study_design_scores_gemma":[0.000153427,0.000008327358,0.2985778,0.0003254445,0.00003940628,4.284755e-7,0.6995955,0.0001733827,0.000425216,0.0001200406,0.0004849222,0.00009616938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949737,0.0005465678,0.00001764038,0.0006633399,0.0005615651,0.0003930915,0.00006199892,0.00001109821,0.002770963],"genre_scores_gemma":[0.9972191,0.0004836427,0.00006387717,0.000008836142,0.00002538497,8.273809e-7,0.00007069219,0.00001047305,0.002117139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05011239,"threshold_uncertainty_score":0.9891813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533363776031162,"score_gpt":0.2489567903575961,"score_spread":0.2336231525972845,"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."}}