{"id":"W4411131125","doi":"10.5430/wje.v15n2p89","title":"How Can Primary Teachers Become Effective Entrepreneurship Educators? Insights from the ALLFA Learning Journey Model","year":2025,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Vocational and Entrepreneurial Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Entrepreneurship; Pedagogy; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003063156,0.0002255492,0.0001859686,0.0006721219,0.002669756,0.005724053,0.0006134263,0.001318061,0.001772932],"category_scores_gemma":[0.005594027,0.0002471542,0.0002361545,0.0003780502,0.00322972,0.005693541,0.003102451,0.001794941,0.0003383013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002275231,"about_ca_system_score_gemma":0.005808703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002771015,"about_ca_topic_score_gemma":0.006895242,"domain_scores_codex":[0.9984755,0.0009320723,0.0000471283,0.00008826265,0.0001401029,0.0003169307],"domain_scores_gemma":[0.9956631,0.001849255,0.000344327,0.0001579929,0.0004001712,0.001585132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001351678,0.00083795,0.05804074,0.0007998178,0.0000188287,0.003270188,0.5888639,0.0008820713,0.001036175,0.160543,0.01419779,0.1713744],"study_design_scores_gemma":[0.00005078849,0.0003223813,0.02211925,0.001149459,0.00002621843,0.002299364,0.7372803,0.002705242,0.0008614291,0.06822048,0.1649267,0.00003848453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8041702,0.003051546,0.01272413,0.06178652,0.0002371336,0.0002172415,0.00008397159,0.0001011064,0.1176282],"genre_scores_gemma":[0.9898424,0.001411892,0.003520461,0.0007258728,0.0000180244,0.00006467135,0.00001821153,0.000008022544,0.004390467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005724053,"threshold_uncertainty_score":0.01650804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732108225622873,"score_gpt":0.3003009098344678,"score_spread":0.282979827578239,"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."}}