{"id":"W7064618647","doi":"","title":"Best practice guidelines for voluntary , not for profit organisations &amp; private service providers","year":2014,"lang":"en","type":"report","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Service provider; Best practice; Statutory law; Voluntary sector; Turnover; Private sector; Service (business)","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00113386,0.0009318296,0.001359492,0.0001967369,0.00180804,0.000612336,0.001258666,0.0004035319,0.00006811151],"category_scores_gemma":[0.0004726303,0.0007697316,0.0008377483,0.0005777755,0.000151467,0.001540456,0.0002980835,0.0009721637,0.00005866787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973845,"about_ca_system_score_gemma":0.005001543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006574498,"about_ca_topic_score_gemma":0.00008836386,"domain_scores_codex":[0.993858,0.0002738656,0.002250107,0.001393777,0.00102795,0.001196318],"domain_scores_gemma":[0.9916031,0.0008206909,0.00305345,0.00181897,0.002311274,0.0003924583],"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":[0.0001679501,0.0002918212,0.01074472,0.001672127,0.001106309,0.000003321306,0.0006605657,0.00008433962,0.00006137698,0.001069318,0.9815469,0.002591186],"study_design_scores_gemma":[0.0006897452,0.0008480401,0.001246528,0.0007498237,0.001186415,0.00001466845,0.001128447,0.0003524021,0.0006985898,0.000635293,0.9914399,0.001010107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03367552,0.00943205,0.05834993,0.7958442,0.01778976,0.03711247,0.007576598,0.001444259,0.03877522],"genre_scores_gemma":[0.09303519,0.002671866,0.2777864,0.06804688,0.1015199,0.01917423,0.0327059,0.003596444,0.4014631],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7277973,"threshold_uncertainty_score":0.9994915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05488362019120108,"score_gpt":0.3600520736726873,"score_spread":0.3051684534814862,"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."}}