{"id":"W3161165150","doi":"10.5267/j.msl.2021.3.015","title":"Small-scale agricultural product marketing innovation through BUMDes and MSMEs empowerment in coastal areas","year":2021,"lang":"en","type":"article","venue":"Management Science Letters","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Riau","keywords":"Business; Agribusiness; Agriculture; Revenue; General partnership; Product (mathematics); Marketing; Government (linguistics); Scale (ratio); Production (economics); Empowerment; Agricultural marketing; Economic growth; Economics; Marketing management; Finance; Relationship marketing","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":[0.001199172,0.0001725607,0.0001062556,0.0005548283,0.001965361,0.001898301,0.0004613369,0.0003386703,0.01279277],"category_scores_gemma":[0.00153951,0.0001059308,0.0001471239,0.0003590641,0.001280987,0.00130503,0.004637757,0.0004965086,0.0005172318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277494,"about_ca_system_score_gemma":0.002324986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002309027,"about_ca_topic_score_gemma":0.01076365,"domain_scores_codex":[0.9992366,0.0003509813,0.00001463743,0.00008112972,0.00007174108,0.0002448999],"domain_scores_gemma":[0.9988753,0.0002257509,0.0001392,0.00005204616,0.00008399524,0.0006236876],"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":[0.0004999314,0.003736715,0.2390825,0.0004215981,0.00004463302,0.003817617,0.1462296,0.0005941335,0.01097541,0.09389059,0.00957221,0.4911352],"study_design_scores_gemma":[0.0002196753,0.001646802,0.3193083,0.0004439506,0.0000512035,0.001388319,0.3571276,0.002971324,0.003422068,0.01585165,0.2975279,0.00004127451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648048,0.00009890085,0.0004902912,0.001221821,0.00001047341,0.00006773698,0.00001595298,0.00001170564,0.03327825],"genre_scores_gemma":[0.9902471,0.00008148066,0.000496246,0.00009778565,0.000003558617,0.00003059321,0.0000129906,0.000002062217,0.009028197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01279277,"threshold_uncertainty_score":0.04279608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050854472481356,"score_gpt":0.2553633583389293,"score_spread":0.2348548136141157,"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."}}