{"id":"W2059577525","doi":"10.1108/13595474200100034","title":"Improving Service Quality through Linked Services Development","year":2001,"lang":"en","type":"article","venue":"Tizard Learning Disability Review","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"General partnership; Service provider; Service (business); Business; Work (physics); Quality (philosophy); Public relations; Community service; Marketing; Engineering; Political science; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00528556,0.0001902379,0.0004549601,0.0000141648,0.0009080205,0.00007165134,0.0003934275,0.0001475773,0.001430681],"category_scores_gemma":[0.0009433001,0.0001793299,0.00008988739,0.0008701289,0.0001655944,0.0003328407,0.0000935952,0.0004597228,0.0005465428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000322899,"about_ca_system_score_gemma":0.000361927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003537853,"about_ca_topic_score_gemma":0.01049169,"domain_scores_codex":[0.9960752,0.001527481,0.0008265532,0.000461858,0.0006209844,0.0004879127],"domain_scores_gemma":[0.9984033,0.0002819921,0.0003237965,0.0003663224,0.000463006,0.0001616435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000163135,0.0002242814,0.1092141,0.01673099,0.00003046158,0.000001910996,0.02693288,0.000003208328,0.00001503122,0.01136172,0.0001035328,0.8353656],"study_design_scores_gemma":[0.0001055752,0.00001327528,0.01607846,0.001268406,0.00001249198,8.312355e-7,0.00620377,0.00000965141,0.00000201835,0.0001706416,0.9759009,0.0002339703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6264015,0.06066682,0.0004443799,0.2591824,0.0005750416,0.002255539,0.000003127878,0.00141152,0.04905962],"genre_scores_gemma":[0.9146627,0.06572482,0.001863203,0.01580932,0.0004406746,0.0001306552,0.0000581722,0.00003448565,0.001276021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9757974,"threshold_uncertainty_score":0.9994822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435838816986925,"score_gpt":0.4394676097087463,"score_spread":0.2958837280100539,"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."}}