{"id":"W4323362431","doi":"10.18280/ijdne.180127","title":"Factors Determining TFP Increase in Small-Scale Lowland Rice Farming","year":2023,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi; Universitas Tadulako","keywords":"Scale (ratio); Agriculture; Rice farming; Agricultural engineering; Environmental science; Agricultural economics; Agricultural science; Economics; Engineering; Geography; Cartography","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":[0.0005637886,0.0001384589,0.0001837981,0.0001021186,0.0000847532,0.0001196957,0.0004832661,0.0001737906,0.000004301573],"category_scores_gemma":[0.0001901011,0.00005418697,0.0000738235,0.0004204259,0.00003491673,0.0003003055,0.0000895522,0.0004424806,0.000004026303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005777396,"about_ca_system_score_gemma":0.00001874499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005991731,"about_ca_topic_score_gemma":0.000712264,"domain_scores_codex":[0.9988914,0.00006484921,0.0003293009,0.0001786185,0.0003187926,0.0002170483],"domain_scores_gemma":[0.9988579,0.0006025413,0.0002488803,0.00002454496,0.0001535938,0.000112577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002933202,0.0002126239,0.8735389,0.00001611957,0.0001263234,0.001095279,0.001850518,0.002383825,0.0591621,0.000271551,0.001196062,0.05985335],"study_design_scores_gemma":[0.0003544911,0.0001849227,0.9827634,0.0001363625,0.00001721665,0.0003409582,0.001427312,0.01142666,0.0008323289,0.001370356,0.0008808255,0.0002651637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985241,0.0001402553,0.000112147,0.0005238397,0.0004955562,0.0000615181,0.00002936129,0.00001911727,0.00009408294],"genre_scores_gemma":[0.9988577,0.0002150416,0.000413792,0.0001616916,0.0002226717,0.000001063382,0.00002757504,0.00000120701,0.00009919146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092245,"threshold_uncertainty_score":0.2209681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233590272680333,"score_gpt":0.2407145302034789,"score_spread":0.2173555029354456,"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."}}