{"id":"W1586097444","doi":"","title":"Addressing Student Needs Throughout Development","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Interpersonal relationship; Human sexuality; Medical education; Interpersonal communication; Special needs; Self-esteem; Developmental psychology; Social psychology; Medicine; Sociology","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":[0.002326267,0.0001692428,0.0002552825,0.0006935893,0.002213021,0.001519678,0.0006193305,0.0009184491,0.00199221],"category_scores_gemma":[0.006899269,0.0001745906,0.0002048166,0.0004731211,0.0005207054,0.001135109,0.003536187,0.0008989311,0.0003748562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299589,"about_ca_system_score_gemma":0.003965463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003476519,"about_ca_topic_score_gemma":0.009414786,"domain_scores_codex":[0.998017,0.0006802992,0.0001199688,0.00009356162,0.0003928497,0.0006963523],"domain_scores_gemma":[0.9959071,0.0006126901,0.0006216433,0.0001682364,0.0009006021,0.001789778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005908342,0.0005474461,0.5597574,0.000241429,0.00001793078,0.001044221,0.08557338,0.0001658851,0.00181957,0.002240985,0.007211023,0.3413217],"study_design_scores_gemma":[0.00001729429,0.0009149656,0.5933809,0.0006127036,0.00004620659,0.002917623,0.2896036,0.0006038161,0.002150611,0.003783181,0.1059152,0.00005387055],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878203,0.0005781811,0.0003482493,0.004243514,0.00005564947,0.00003027659,0.0000331889,0.00002286644,0.006867721],"genre_scores_gemma":[0.9956924,0.000517197,0.0008316112,0.0004104464,0.00001735986,0.00003017135,0.00002686358,0.000005651184,0.002468277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003476519,"threshold_uncertainty_score":0.01230264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175223489390712,"score_gpt":0.3807805533230454,"score_spread":0.2632582043839742,"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."}}