{"id":"W2789220512","doi":"10.1177/0907568218758148","title":"“I’ll be more prepared than most people”: Very young Canadian workers talking about their first jobs","year":2018,"lang":"en","type":"article","venue":"Childhood","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Guelph; Brock University","funders":"Brock University","keywords":"Competence (human resources); Vulnerability (computing); Psychology; Focus group; Independence (probability theory); Work (physics); Social psychology; Sociology; Public relations; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003612727,0.0001831331,0.0001809495,0.00009153273,0.002175791,0.000251081,0.0004821646,0.000263086,0.0003875384],"category_scores_gemma":[0.0002937113,0.0001826327,0.0001252452,0.0006631505,0.0004056924,0.0002595278,0.00004704693,0.000268858,0.00008419424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092948,"about_ca_system_score_gemma":0.001579212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.300826,"about_ca_topic_score_gemma":0.940732,"domain_scores_codex":[0.9984057,0.00008147526,0.0001994504,0.000335417,0.0003133435,0.0006646173],"domain_scores_gemma":[0.9988225,0.00007215968,0.00009402144,0.0003346488,0.000152366,0.0005243207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000003219577,0.00005430216,0.3485537,0.000005207942,0.0000435968,0.000001301331,0.6394633,0.000005716186,0.000001291376,0.001248274,0.009837786,0.0007822858],"study_design_scores_gemma":[0.0001900709,0.00002437663,0.8297675,0.00005956911,0.00001946248,0.000002241798,0.1317272,0.0001017124,0.000004351153,0.0001952943,0.03761437,0.0002938564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9073931,0.0001235098,0.0000112235,0.007150466,0.002002397,0.0003565407,0.00008320095,0.0001362605,0.0827433],"genre_scores_gemma":[0.9942082,0.00006818117,0.0000902167,0.001884736,0.0009398512,0.00002302775,0.00007399467,0.00003033755,0.002681487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.639906,"threshold_uncertainty_score":0.9991232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146810887656931,"score_gpt":0.2646412220623361,"score_spread":0.2531731131857669,"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."}}