{"id":"W2979840811","doi":"10.5539/gjhs.v11n12p80","title":"Counsellors in Hong Kong Primary Schools: On Becoming Visible Counselling Professionals","year":2019,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Government (linguistics); Identity (music); Medical education; Professional development; Medicine; Pedagogy; Nursing; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004365079,0.0002262347,0.0003082655,0.0009859435,0.009032819,0.005293512,0.0008744335,0.001124643,0.006093457],"category_scores_gemma":[0.004418294,0.0004763799,0.0001960297,0.001164766,0.003844085,0.002060686,0.005120502,0.001788124,0.0004428344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01270838,"about_ca_system_score_gemma":0.03185987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3376823,"about_ca_topic_score_gemma":0.5470218,"domain_scores_codex":[0.9957724,0.001370643,0.0001655761,0.0004099345,0.0007992759,0.001482101],"domain_scores_gemma":[0.9941232,0.000943476,0.0008537882,0.0001153891,0.0007853259,0.003178939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008372731,0.000287333,0.2211855,0.0004432473,0.00001344259,0.001528987,0.6924545,0.00004671268,0.0006297714,0.004243729,0.008111431,0.07097175],"study_design_scores_gemma":[0.00001367321,0.0001495562,0.2183705,0.0006241556,0.00001903717,0.0002873875,0.7436952,0.00005502302,0.0002119851,0.0001944673,0.03635218,0.00002684699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803057,0.00282884,0.00007952145,0.006003367,0.00008431055,0.00005485224,0.00003049379,0.00001000191,0.01060306],"genre_scores_gemma":[0.9905408,0.001962268,0.0001651135,0.001695229,0.00001452282,0.00002387503,0.00001932714,0.000004181335,0.005574685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3376823,"threshold_uncertainty_score":0.6714336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05236663060798741,"score_gpt":0.4585432503064035,"score_spread":0.4061766196984161,"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."}}