{"id":"W7118299809","doi":"10.18280/ijsdp.201134","title":"Driving Innovation in Agri-Startups Through Sustainable Supply Chain Integration: Evidence from Vietnam","year":2025,"lang":"","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Foundation for Science and Technology Development","keywords":"Supply chain; Supply chain risk management; Sustainability; Sustainable development; Supply chain management","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00357977,0.0004699391,0.0006270472,0.003233239,0.0005304717,0.001847534,0.0007655323,0.0002557102,0.0003577432],"category_scores_gemma":[0.001956314,0.0004920075,0.00008510872,0.002045827,0.0001004471,0.006498896,0.0006443934,0.0007580496,0.00001703621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713215,"about_ca_system_score_gemma":0.001727744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004322776,"about_ca_topic_score_gemma":0.00003327726,"domain_scores_codex":[0.9952253,0.00006196358,0.002770384,0.0004829701,0.0007368778,0.0007225275],"domain_scores_gemma":[0.9923044,0.0003482747,0.001836602,0.0001470926,0.005334308,0.00002930265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001219107,0.0003982008,0.4993002,0.0009468091,0.001255477,0.004830041,0.05964479,0.001508421,0.0002720914,0.368047,0.02079361,0.04178429],"study_design_scores_gemma":[0.003336701,0.00003220662,0.2612441,0.008099237,0.00007957964,0.00001686704,0.4111291,0.001474011,0.0007079265,0.02187408,0.2911066,0.0008996343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619697,0.00268163,0.01508413,0.009186352,0.002830114,0.00052972,0.000001582221,0.00002585339,0.007690951],"genre_scores_gemma":[0.9788298,0.0003355482,0.004618979,0.002942069,0.0009462248,0.00002839857,0.0001049529,0.00002734132,0.0121667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3514843,"threshold_uncertainty_score":0.9997532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904842940381606,"score_gpt":0.2705128976207468,"score_spread":0.2514644682169307,"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."}}