{"id":"W2120261948","doi":"10.5330/psc.n.2010-12.182","title":"Listen to the Voices: School Counselors and Comprehensive School Counseling Programs","year":2009,"lang":"en","type":"article","venue":"Professional School Counseling","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"New York Institute of Technology","funders":"","keywords":"Psychology; Medical education; Pedagogy; Medicine","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":[0.008907194,0.0001722723,0.000292586,0.001029334,0.00985381,0.006602811,0.001034085,0.002653409,0.004602672],"category_scores_gemma":[0.0291484,0.00038193,0.0002311278,0.0007888253,0.005594112,0.00445521,0.004954169,0.003819602,0.0003159501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004109012,"about_ca_system_score_gemma":0.01218183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01967882,"about_ca_topic_score_gemma":0.05688142,"domain_scores_codex":[0.9855313,0.009605948,0.0002524235,0.0005091262,0.002427198,0.00167395],"domain_scores_gemma":[0.9868273,0.004801171,0.002004779,0.0003598809,0.001211778,0.004795101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002156644,0.0009496242,0.1467345,0.0002044824,0.00007295363,0.001428996,0.5422194,0.0001731031,0.0007436826,0.01215037,0.03015918,0.264948],"study_design_scores_gemma":[0.0000808765,0.0003566846,0.05636133,0.0005486808,0.00008589052,0.001077686,0.8662629,0.0003122044,0.0005452021,0.006036561,0.0682808,0.00005123165],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8673829,0.004838788,0.001617948,0.08345406,0.000431332,0.00009244413,0.00003430164,0.00008545462,0.04206288],"genre_scores_gemma":[0.9898197,0.001120071,0.0006066798,0.004175173,0.00008782154,0.0000218889,0.00001374576,0.00001749369,0.004137538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01967882,"threshold_uncertainty_score":0.04710633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03551551149810483,"score_gpt":0.3518885044069623,"score_spread":0.3163729929088575,"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."}}