{"id":"W1540591723","doi":"","title":"Personal Counselling at an Ontario Community College: Client Groups, Service Usage, and Retention.","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College","funders":"","keywords":"Retention rate; Community college; Psychology; Service (business); Medicine; Population; Community service; Family medicine; Medical education; Nursing; Clinical psychology; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002077759,0.0001151476,0.000170894,0.0001080659,0.001422256,0.0001201891,0.00019332,0.00009135123,0.001254655],"category_scores_gemma":[0.000001514368,0.0001152499,0.00004787931,0.0001464578,0.000300275,0.0002386865,1.66119e-7,0.0003090902,0.000004582297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349264,"about_ca_system_score_gemma":0.0005721392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2314754,"about_ca_topic_score_gemma":0.9675742,"domain_scores_codex":[0.9987138,0.0003512816,0.0002921177,0.0001282679,0.0002393072,0.0002752583],"domain_scores_gemma":[0.998476,0.00007811485,0.000161478,0.000130761,0.0002947281,0.000858969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001475989,0.0001288968,0.01944882,0.00001670972,0.00005391465,0.000005388859,0.9695444,0.000003755386,0.00002119961,0.006176569,0.001832921,0.002619893],"study_design_scores_gemma":[0.0009182708,0.0004045337,0.009554889,0.000131229,0.00004423535,0.00006037266,0.02547397,0.00004219885,0.000009700298,0.0743915,0.8886583,0.0003107347],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935618,0.002310303,0.0006977524,0.001019276,0.0007115778,0.0001217706,0.00001303892,0.000007495364,0.001557008],"genre_scores_gemma":[0.9618391,0.0327559,0.0003201174,0.002522383,0.000237918,0.000003162485,0.000005330276,0.00001903088,0.002297038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9440703,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075289643590687,"score_gpt":0.3099518256428099,"score_spread":0.2024228612837413,"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."}}