{"id":"W3019018291","doi":"","title":"Entrepreneurial Thinking in Secondary Education: Fostering the development of employable skills among secondary school students","year":2019,"lang":"en","type":"dissertation","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Mathematics education; Secondary education; Psychology; Medical education; Medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001061542,0.0006593866,0.000823521,0.0005451448,0.0005059196,0.0006569485,0.001847552,0.000298507,0.001068481],"category_scores_gemma":[0.0002020446,0.0005291702,0.0002241663,0.0005898773,0.00009152865,0.001297966,0.00104822,0.0008623497,0.0004401699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483299,"about_ca_system_score_gemma":0.0006821563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007654488,"about_ca_topic_score_gemma":0.002311418,"domain_scores_codex":[0.9960959,0.00006966,0.001382187,0.0007975143,0.001007719,0.0006470322],"domain_scores_gemma":[0.9973794,0.0001980763,0.001303255,0.000777856,0.0003064303,0.0000350116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003234717,0.0005896984,0.326492,0.002655825,0.0003844517,0.00001007312,0.01065935,0.0001108803,0.000253474,0.0005944178,0.0001951975,0.6577311],"study_design_scores_gemma":[0.001321709,0.00002679671,0.8382751,0.003537082,0.0002091453,0.000002128801,0.01913141,0.00001153082,0.0009105538,0.004602522,0.1308632,0.001108803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7050477,0.0008997639,0.000001691888,0.00009450354,0.002696615,0.000919784,0.00000439512,0.00007508823,0.2902605],"genre_scores_gemma":[0.8967101,0.00009498681,0.0001408055,0.0007850225,0.001166952,0.0002934614,0.0004115283,0.0001344757,0.1002626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6566224,"threshold_uncertainty_score":0.9998447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411020806831886,"score_gpt":0.2649207970637777,"score_spread":0.2508105889954589,"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."}}