{"id":"W2325944825","doi":"10.1177/103841620101000205","title":"New Visions for Counselling in the 21st Century","year":2001,"lang":"en","type":"article","venue":"Australian Journal of Career Development","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Vision; Ambiguity; Scope (computer science); Perspective (graphical); Context (archaeology); Engineering ethics; Psychology; Public relations; Sociology; Political science; Engineering; Computer science; History","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":[0.001007001,0.0001617396,0.0002251436,0.0001698341,0.00009846163,0.00006018887,0.000470493,0.0001037335,0.0002618945],"category_scores_gemma":[0.00001052948,0.0001178673,0.0001300123,0.0002361995,0.00002392674,0.00008060665,0.000005062049,0.0003169923,0.00002277956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009191687,"about_ca_system_score_gemma":0.0002248298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002524767,"about_ca_topic_score_gemma":0.00009746561,"domain_scores_codex":[0.9983952,0.00005617191,0.0006537651,0.000147205,0.0003672517,0.0003804078],"domain_scores_gemma":[0.9991064,0.0001328932,0.0002464326,0.0001875711,0.0001986986,0.0001279715],"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":[0.0009854415,0.0004935979,0.02764879,0.0000385418,0.0006588535,0.0006272442,0.5084347,0.0009462046,0.00028656,0.005369393,0.1154854,0.3390253],"study_design_scores_gemma":[0.001636064,0.0001586612,0.03123927,0.0001229728,0.00003615902,0.0003608034,0.0560664,0.000003168076,0.000005442875,0.0008057034,0.9093544,0.0002109051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520845,0.002632638,0.03581267,0.003019353,0.004397182,0.0005956227,0.000008264817,0.00001976421,0.001430024],"genre_scores_gemma":[0.9768558,0.002525575,0.01554488,0.0009785375,0.0005809399,0.00001319104,0.00001085908,0.00003199925,0.003458197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7938691,"threshold_uncertainty_score":0.480649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05740343964281395,"score_gpt":0.3211425335517418,"score_spread":0.2637390939089279,"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."}}