{"id":"W1973667236","doi":"10.1007/s10447-012-9168-2","title":"A Contextual-Functional Meta-Framework for Counselling Supervision","year":2012,"lang":"en","type":"article","venue":"International Journal for the Advancement of Counselling","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Industrial and organizational psychology; Context (archaeology); Supervisor; Psychology; Transtheoretical model; Formative assessment; Alliance; Knowledge management; Process management; Social psychology; Management; Pedagogy; Computer science; Behavior change; Engineering; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003054282,0.0002329007,0.0003463673,0.0001364342,0.0004512277,0.0001224061,0.0005603936,0.0001022776,0.001365224],"category_scores_gemma":[0.0001306027,0.0001602993,0.0006174027,0.00009271356,0.00006059934,0.0006115382,0.000008875499,0.0003039423,0.00002422881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000472137,"about_ca_system_score_gemma":0.00003177343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001057385,"about_ca_topic_score_gemma":0.000002748733,"domain_scores_codex":[0.9975352,0.00007865613,0.000813081,0.0002290055,0.0008975738,0.0004464765],"domain_scores_gemma":[0.9929377,0.004888203,0.0005915496,0.0002632274,0.001211821,0.0001075013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009153131,0.00140744,0.0001438815,0.00007276238,0.01357642,0.000005396171,0.01391091,0.02327448,0.002603626,0.4490951,0.003350842,0.483406],"study_design_scores_gemma":[0.001452898,0.0002361364,0.00001588786,0.0001058095,0.001066104,0.0001098232,0.001076235,0.003992962,0.0004068339,0.04088682,0.9504454,0.0002050724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004552709,0.06728322,0.9106462,0.002797589,0.0140597,0.0005161288,0.00007720477,0.00002085582,0.00004638404],"genre_scores_gemma":[0.7304347,0.1971765,0.05374308,0.002827236,0.009408263,0.0006272921,0.0001202336,0.0001594723,0.005503278],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9470946,"threshold_uncertainty_score":0.9995477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365083632105263,"score_gpt":0.4177694799699853,"score_spread":0.281261116759459,"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."}}