{"id":"W4407322561","doi":"10.5539/hes.v15n1p285","title":"The Development of a Causal Relationship Factor Model Affecting Entrepreneurial Behavior for Sustainable Development","year":2025,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Structural equation modeling; Psychology; Entrepreneurship; CLARITY; Entrepreneurial orientation; Social psychology; Confirmatory factor analysis; Empirical research; Mathematics; Statistics; Economics","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":[0.006287009,0.0009885997,0.0005950621,0.002805587,0.001127335,0.002452357,0.0009284999,0.0009758492,0.006579254],"category_scores_gemma":[0.01256389,0.0007080336,0.001655723,0.0016632,0.001188088,0.002724576,0.001667258,0.001284342,0.0005537463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002929735,"about_ca_system_score_gemma":0.00686738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008254764,"about_ca_topic_score_gemma":0.01007854,"domain_scores_codex":[0.9971656,0.001694977,0.0001586211,0.0003883399,0.0004236545,0.0001687738],"domain_scores_gemma":[0.9910764,0.006250022,0.0008348225,0.0002805218,0.001304686,0.0002536252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002481872,0.001076826,0.295273,0.001389451,0.0006653554,0.000925098,0.01764468,0.06153049,0.00232107,0.4181159,0.004218264,0.1965919],"study_design_scores_gemma":[0.000248581,0.000841225,0.1326444,0.002230582,0.00101236,0.0007620748,0.01757617,0.4977057,0.00225847,0.3089786,0.0354616,0.0002801743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2980764,0.0005911678,0.6428396,0.00467151,0.0001894016,0.002882096,0.001242621,0.0005190229,0.04898828],"genre_scores_gemma":[0.7906118,0.0006099718,0.2032229,0.0001896496,0.00002497338,0.001954695,0.0006340786,0.00003666433,0.002715299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008254764,"threshold_uncertainty_score":0.03324926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0680678694447622,"score_gpt":0.3426382213041113,"score_spread":0.2745703518593491,"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."}}