{"id":"W2883615567","doi":"","title":"The Use of Text Messaging for Peer Support Among Counselling Psychology Graduate Students","year":2018,"lang":"en","type":"article","venue":"","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Conversation; Thematic analysis; Psychology; Peer support; Happiness; Context (archaeology); Social support; Applied psychology; Social psychology; Qualitative research; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001399187,0.0002044142,0.0002672487,0.00009126469,0.0003022166,0.00009178667,0.0005550468,0.0001464311,0.0003065449],"category_scores_gemma":[0.00003780321,0.0001485166,0.0001469114,0.0001651679,0.0004840285,0.0001020541,0.0000217714,0.0001799184,0.00009524379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001629867,"about_ca_system_score_gemma":0.00002015738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001648097,"about_ca_topic_score_gemma":0.0004203252,"domain_scores_codex":[0.9979918,0.0001019114,0.000524267,0.0004144001,0.0004342688,0.000533348],"domain_scores_gemma":[0.9977705,0.0005396014,0.0002344224,0.0007076298,0.000675045,0.00007276551],"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":[0.002088191,0.001120491,0.2216923,0.00003766072,0.001680933,0.00001881345,0.1121367,0.00006002101,0.0008847416,0.02351343,0.6000149,0.03675186],"study_design_scores_gemma":[0.004231941,0.001191531,0.1586456,0.00003530232,0.0001962727,0.00002650542,0.01139366,0.002202554,0.0000295946,0.006280385,0.8150676,0.0006989791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144191,0.00007224114,0.07886296,0.000391932,0.002266052,0.0005246478,0.00002020412,0.00007909093,0.003363771],"genre_scores_gemma":[0.9645512,0.0004980041,0.001169547,0.00165418,0.0002429258,0.00006487246,0.00001773462,0.00005651057,0.03174507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2150528,"threshold_uncertainty_score":0.605633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336309543708876,"score_gpt":0.4107472916445872,"score_spread":0.2771163372736997,"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."}}