{"id":"W2585791854","doi":"","title":"Children services integration","year":2015,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business","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":[0.001719232,0.00004333657,0.00007998676,0.00004502324,0.0006859881,0.00003936599,0.0009752403,0.00005251981,0.0001467571],"category_scores_gemma":[0.0001024011,0.00003647637,0.00005276305,0.0005377067,0.0008817345,0.0004686803,0.0001310199,0.00009033951,0.0001005783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008756303,"about_ca_system_score_gemma":0.0002281675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06517702,"about_ca_topic_score_gemma":0.01696964,"domain_scores_codex":[0.9987108,0.0002965021,0.00005058452,0.0001089267,0.0006368707,0.0001963132],"domain_scores_gemma":[0.9993529,0.0000794142,0.00008077591,0.0001439548,0.0002074151,0.0001354979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001914655,0.0001594542,0.09253446,0.00001659433,0.0001075396,0.000009730486,0.6842678,0.00006886716,0.008046567,0.1132691,0.03483717,0.06649125],"study_design_scores_gemma":[0.0004549848,0.0001107831,0.4528168,0.00001898269,0.00003512997,8.459947e-7,0.4694893,0.0001996407,0.00009029794,0.01559108,0.06101279,0.0001793793],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8998076,0.0001266214,0.000235859,0.01132623,0.000177939,0.0002191179,0.000005504119,0.00005349226,0.08804758],"genre_scores_gemma":[0.9971304,0.00009811018,0.0002746732,0.00003580006,0.0001870213,8.013277e-8,0.000002613003,0.000001932631,0.002269397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3602823,"threshold_uncertainty_score":0.9469457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04198588492456908,"score_gpt":0.2995299938710553,"score_spread":0.2575441089464863,"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."}}