{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02592352,0.0008175117,0.001037858,0.003280955,0.0242371,0.02542995,0.002827923,0.01789238,0.008797152],"category_scores_gemma":[0.01647564,0.0004520208,0.0009265075,0.002357727,0.1046923,0.02268127,0.01301051,0.02624499,0.001618641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02965475,"about_ca_system_score_gemma":0.02942114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01846957,"about_ca_topic_score_gemma":0.01903738,"domain_scores_codex":[0.9746444,0.01538829,0.0006798956,0.001490941,0.005050269,0.002746205],"domain_scores_gemma":[0.9849638,0.006130354,0.0008583062,0.001003113,0.002824364,0.004220006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000800756,0.00002322467,0.00007049647,0.00006276961,0.000003515578,0.00004537816,0.01316663,0.00007483185,0.00002608439,0.9629655,0.01643055,0.007123203],"study_design_scores_gemma":[0.00001453604,0.00001641523,0.0001877785,0.0003883584,0.000003463588,0.0002105859,0.01453168,0.0001613944,0.00003737124,0.6019349,0.3824843,0.00002916424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004091298,0.04262514,0.007292056,0.7486439,0.007169579,0.00005438273,0.0000224543,0.0001166579,0.1899844],"genre_scores_gemma":[0.5304146,0.04802636,0.01776324,0.3177923,0.01264476,0.000553059,0.00006433269,0.000269837,0.07247154],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02965475,"threshold_uncertainty_score":0.2151613,"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."}}