{"id":"W1556638538","doi":"10.26522/tl.v2i3.81","title":"Career Counselling at the Middle School Level: A Case Study","year":2005,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drop out; Unemployment; Psychology; Work (physics); Medical education; Pedagogy; Medicine; Economic growth; Demographic economics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00257029,0.001206525,0.001100769,0.002582649,0.0219967,0.004335573,0.002902088,0.008649909,0.004596219],"category_scores_gemma":[0.005936945,0.000901193,0.001244537,0.002675289,0.003408448,0.001851407,0.005127113,0.006300461,0.0009226776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00656356,"about_ca_system_score_gemma":0.004460952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01754247,"about_ca_topic_score_gemma":0.06009436,"domain_scores_codex":[0.9963168,0.001608432,0.000112893,0.0002193706,0.0005353309,0.001207191],"domain_scores_gemma":[0.9970583,0.0008406956,0.000250411,0.00009594578,0.0001845661,0.001570105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001811246,0.00943825,0.0449641,0.0006541981,0.00006976588,0.5008987,0.3650759,0.0006830569,0.001214269,0.0128216,0.009545169,0.05445398],"study_design_scores_gemma":[0.0001370194,0.002036045,0.03672233,0.001286887,0.00007934128,0.2855691,0.6069344,0.001860737,0.001242798,0.0044803,0.05950132,0.0001497174],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681773,0.00301032,0.001738004,0.006922827,0.0002536642,0.0004010304,0.00007980034,0.00003669522,0.01938039],"genre_scores_gemma":[0.9785954,0.003859687,0.002916586,0.002737465,0.0001201451,0.0002143004,0.00005591875,0.00003344421,0.01146694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0219967,"threshold_uncertainty_score":0.0476222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030136162935141,"score_gpt":0.3000121577815099,"score_spread":0.1969985414879958,"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."}}