{"id":"W4401951925","doi":"10.18280/ijdne.190407","title":"Determinants of Shallot Innovation Adoption and Yields in Temanggung Regency, Central Java","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Agricultural Research and Practices","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Badan Riset dan Inovasi Nasional","keywords":"Java; Business; Agricultural economics; Agricultural science; Geography; Engineering; Computer science; Economics; Biology; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.0004698232,0.00006939197,0.0001092311,0.00008395145,0.00002409273,0.00009537604,0.0001398396,0.0001261806,0.00002336327],"category_scores_gemma":[0.0001750858,0.00002734963,0.00003120814,0.0002565688,0.00002532164,0.0005232794,0.0000335785,0.0003362933,4.936711e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003386743,"about_ca_system_score_gemma":0.00002114913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000346128,"about_ca_topic_score_gemma":0.0003566756,"domain_scores_codex":[0.9991739,0.00005037551,0.000308729,0.00009727481,0.0002618623,0.0001078211],"domain_scores_gemma":[0.999286,0.0003104322,0.000158772,0.00001194422,0.0001941032,0.00003872905],"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":[0.0006960461,0.0001455641,0.1007812,0.00008213077,0.0001289236,0.0003491878,0.0004056885,0.0001235749,0.1166038,0.008288218,0.0004950021,0.7719008],"study_design_scores_gemma":[0.0003330038,0.0008730285,0.9654977,0.0007227595,0.00003071079,0.0007210537,0.0005934439,0.01771423,0.002663895,0.007984004,0.002651216,0.0002149485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959905,0.002183126,0.00008348702,0.001285372,0.0002788221,0.00006179306,0.00001270865,0.000003787533,0.0001004212],"genre_scores_gemma":[0.9969118,0.002462425,0.000329899,0.00004084105,0.0001915724,7.246468e-7,0.00001020846,6.559546e-7,0.00005185391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8647165,"threshold_uncertainty_score":0.1461046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663149658035378,"score_gpt":0.2995706248609881,"score_spread":0.2729391282806343,"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."}}