{"id":"W1600634628","doi":"","title":"Youth Work Transitions: A Review with Implications for Counselling and Career Practice.","year":2013,"lang":"en","type":"review","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Perspective (graphical); Work (physics); Career counseling; Career development; Psychology; Field (mathematics); Social work; Youth work; Sociology; Engineering ethics; Public relations; Pedagogy; Political science; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312565,0.0002336534,0.0007578265,0.0001610925,0.0007067717,0.0002988924,0.0002062433,0.0002168064,0.00003730819],"category_scores_gemma":[0.000007486355,0.0001873598,0.0002118241,0.0004102233,0.0002757683,0.0002048887,3.045559e-8,0.0003539883,0.000001902155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004299375,"about_ca_system_score_gemma":0.001392055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004571464,"about_ca_topic_score_gemma":0.004372819,"domain_scores_codex":[0.9985446,0.0002164296,0.0005449459,0.0002080893,0.0001735362,0.000312358],"domain_scores_gemma":[0.9973134,0.0004309053,0.0006450305,0.000159017,0.0007892919,0.0006623439],"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":[0.00001095632,0.0000230911,0.000003325433,0.00329104,0.0003507941,0.00000156448,0.08941633,0.000002333804,1.196991e-8,0.007542032,0.004043447,0.8953151],"study_design_scores_gemma":[0.0001539931,0.00005757892,2.507198e-7,0.01545232,0.00084758,0.00004340108,0.001126385,7.319841e-7,9.408933e-10,0.003776359,0.9783198,0.0002215945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009107344,0.9699755,0.02439209,0.003959881,0.0003458154,0.001051816,0.0001301827,0.000007588792,0.0001280599],"genre_scores_gemma":[0.000004148523,0.9967178,0.001013627,0.00138816,0.0003639278,0.0000609108,0.00002910728,0.00004315506,0.0003792359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9742764,"threshold_uncertainty_score":0.7640311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11747031610938,"score_gpt":0.3913152116278216,"score_spread":0.2738448955184416,"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."}}