{"id":"W2507613439","doi":"","title":"Self-Mapping in Counselling: Using Memetic Maps to Enhance Client Reflectivity and Therapeutic Efficacy","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Transformative learning; Perspective (graphical); Situated; Construct (python library); Psychology; Empowerment; Self; Unpacking; Cognition; Computer science; Psychotherapist; Social psychology; Sociology; Pedagogy; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00593634,0.0006791115,0.000396657,0.002033814,0.001864497,0.004504271,0.001597906,0.001657267,0.007336983],"category_scores_gemma":[0.01510113,0.0003110592,0.0005127725,0.0007916922,0.003844773,0.003750137,0.00514917,0.00148364,0.001025095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009298602,"about_ca_system_score_gemma":0.001022455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002874621,"about_ca_topic_score_gemma":0.0004924048,"domain_scores_codex":[0.995965,0.003056871,0.00007542756,0.0001674551,0.0005718617,0.0001633387],"domain_scores_gemma":[0.9923612,0.006290149,0.0002425431,0.0005761693,0.000230686,0.0002992458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003409126,0.001054843,0.002276803,0.0009044992,0.00005469121,0.0004540887,0.1025938,0.003036049,0.007108876,0.05432902,0.00790746,0.819939],"study_design_scores_gemma":[0.0007143232,0.003954186,0.01793273,0.002866573,0.0003351144,0.005506573,0.1601789,0.04986337,0.03870563,0.4129956,0.3063836,0.0005634177],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4677504,0.003037125,0.3609495,0.01017215,0.0007292972,0.001164172,0.00006994262,0.003376157,0.1527514],"genre_scores_gemma":[0.8564944,0.0009959599,0.1318691,0.0005429921,0.00008700766,0.0005471008,0.00002557257,0.0002090251,0.009228894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007336983,"threshold_uncertainty_score":0.03139472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047430940656801,"score_gpt":0.3607322027941446,"score_spread":0.3202578933875767,"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."}}