{"id":"W7134772770","doi":"","title":"Career Guidance Experience in Canada","year":2022,"lang":"ru","type":"article","venue":"Electronic scientific archive of UrFU (Ural Federal University)","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Career counseling; Career development; Work (physics); Professional development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006798002,0.0002610692,0.0003813484,0.0005396968,0.0033946,0.0001043743,0.001795888,0.00004297218,0.0019508],"category_scores_gemma":[0.00005367697,0.0003450575,0.0001736149,0.002782269,0.0008531593,0.0004526963,0.001289808,0.0006109934,0.00001014623],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007382486,"about_ca_system_score_gemma":0.01553261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8899374,"about_ca_topic_score_gemma":0.9854591,"domain_scores_codex":[0.9952972,0.0005571861,0.0003286561,0.0008567225,0.001574252,0.001385993],"domain_scores_gemma":[0.9988323,0.0001570052,0.0002678779,0.000343281,0.0001440808,0.0002554402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001293559,0.0004838083,0.6211165,0.00009596804,0.0002543544,0.001169723,0.1808233,0.003303824,0.00350649,0.1120864,0.06989108,0.005974983],"study_design_scores_gemma":[0.002032976,0.0002391697,0.05268187,0.00006712634,0.00005083896,0.000008374966,0.2641032,0.0007364314,0.0007065971,0.001682725,0.676535,0.001155786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667372,0.0004170524,0.00003162429,0.0008467192,0.001801871,0.0003823033,0.0002219471,0.00002228015,0.02953903],"genre_scores_gemma":[0.959892,0.00005097802,0.00005353197,0.00006890811,0.00003502777,0.000001793276,0.00005598117,0.000009370718,0.03983235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6066439,"threshold_uncertainty_score":0.9999002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078396683014128,"score_gpt":0.2089099579082597,"score_spread":0.1881259910781184,"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."}}