{"id":"W4416627989","doi":"10.31499/2618-0715.2(15).2025.343457","title":"INTERNATIONAL EXPERIENCE IN SUPPORTING VETERANS’ EMPLOYMENT AND THE DEVELOPMENT OF VETERAN ENTREPRENEURSHIP","year":2025,"lang":"","type":"article","venue":"Social work and social education","topic":"Education and Military Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Procurement; Work (physics); Entrepreneurship; Service (business); Civil service; Administration (probate law); Focus group; Small business","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001300014,0.0001673345,0.0002738178,0.0001574945,0.001635139,0.0001519502,0.0002180416,0.0001700125,0.0001590432],"category_scores_gemma":[0.0002482713,0.0001570541,0.00008100914,0.0006638688,0.0008694524,0.0002312509,0.00006172175,0.0002183966,0.000001411084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002715694,"about_ca_system_score_gemma":0.001274113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096781,"about_ca_topic_score_gemma":0.001645925,"domain_scores_codex":[0.997791,0.0005363731,0.0007687592,0.000325824,0.0003138298,0.0002642363],"domain_scores_gemma":[0.9991332,0.0002395088,0.0002962636,0.00006993765,0.0002163681,0.00004476049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001147236,0.0001632452,0.02743824,0.00002662154,0.00002711073,3.870692e-8,0.7139469,1.280628e-7,0.00002456989,0.05052407,0.0001856271,0.2075487],"study_design_scores_gemma":[0.0009606228,0.00001050724,0.1991327,0.0001287444,0.00003997317,1.072345e-7,0.7528437,0.000006247168,0.0000779533,0.00364948,0.04296489,0.0001851424],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504296,0.0004775078,0.00005323982,0.03742877,0.002532432,0.0005142835,0.00000249345,0.00001043359,0.008551303],"genre_scores_gemma":[0.9968184,0.0001753637,0.0001392716,0.0004697711,0.0003713159,0.0001535208,0.00002486271,0.000006437665,0.001841014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2073636,"threshold_uncertainty_score":0.9996646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639823218698567,"score_gpt":0.3871936710218235,"score_spread":0.3507954388348378,"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."}}