{"id":"W1590277309","doi":"","title":"Catching The Vision: Guidance And Counselling In Nova Scotia's Schools","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Medical education; Focus group; Program evaluation; Psychology; Nova (rocket); Needs assessment; Applied psychology; Pedagogy; Medicine; Political science; Engineering; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001837358,0.000201466,0.0002901003,0.0002955733,0.0002632583,0.0003096784,0.0002704528,0.0001389377,0.0008490694],"category_scores_gemma":[0.000004133285,0.000153729,0.00007080624,0.0002987378,0.0001210375,0.0002592063,1.655382e-7,0.0007645255,0.00003558234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001128659,"about_ca_system_score_gemma":0.00005153745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004369932,"about_ca_topic_score_gemma":0.02916025,"domain_scores_codex":[0.9983242,0.0002027401,0.0005715084,0.0002647945,0.0002337511,0.0004030708],"domain_scores_gemma":[0.9985509,0.00039587,0.0002610189,0.000281534,0.0001575262,0.000353184],"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":[0.0004648572,0.0001458063,0.008954704,0.00005324757,0.0002533342,0.0005471443,0.1594629,0.001015948,0.0003863017,0.003635802,0.02978709,0.7952929],"study_design_scores_gemma":[0.001990814,0.0003999745,0.0008506217,0.0006566289,0.00003541296,0.001129971,0.0008047753,0.002364591,0.000005987515,0.02332196,0.9680538,0.000385488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5319053,0.4488772,0.01089179,0.00609272,0.001589269,0.0001436507,0.000004850112,0.000007329196,0.0004878223],"genre_scores_gemma":[0.575949,0.4208665,0.0002991929,0.001964894,0.0004204252,0.000001330701,4.584355e-7,0.00003633766,0.0004618884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9382667,"threshold_uncertainty_score":0.9885551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324983336711611,"score_gpt":0.310436283860068,"score_spread":0.2771864504929519,"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."}}