{"id":"W4206496465","doi":"10.5430/jct.v11n1p154","title":"Pedagogical Support of Socio-Professional Self-Determination of Students","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Psychology; Job market; Phenomenon; Earnings; Empirical research; Work (physics); Social work; Medical education; Mathematics education; Pedagogy; Computer science; Medicine; Political science; Engineering","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":[0.00353595,0.0001729653,0.0002229601,0.0007265021,0.002063797,0.003011239,0.0008531766,0.0007980501,0.003354923],"category_scores_gemma":[0.016901,0.0001340079,0.0002730651,0.0003109679,0.002628911,0.0009785071,0.003831319,0.001695913,0.00054823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126531,"about_ca_system_score_gemma":0.004021338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004456804,"about_ca_topic_score_gemma":0.0006934535,"domain_scores_codex":[0.9932013,0.004938676,0.0001725597,0.0003012765,0.0009467539,0.0004395005],"domain_scores_gemma":[0.9822798,0.006382971,0.002725954,0.001240143,0.002196642,0.005174577],"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":[0.0001485765,0.003917448,0.1017342,0.0007190161,0.00006549292,0.0009738632,0.2247685,0.0007200732,0.00855906,0.05458503,0.00939821,0.5944105],"study_design_scores_gemma":[0.000269929,0.002763787,0.2698596,0.001380171,0.0001743594,0.002194589,0.2270381,0.008507295,0.01092534,0.0826642,0.3940452,0.0001775586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826025,0.001113925,0.01298721,0.01589356,0.0004305571,0.0001881237,0.00001409034,0.0001904324,0.08657955],"genre_scores_gemma":[0.9945391,0.0001866541,0.002852784,0.0002484168,0.00003957168,0.00003036472,0.000004674827,0.00000730945,0.002091146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00353595,"threshold_uncertainty_score":0.01870012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04092884671937318,"score_gpt":0.3801545302926012,"score_spread":0.339225683573228,"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."}}