{"id":"W4229073222","doi":"10.5539/sar.v11n2p58","title":"Sustainable Agroforestry Crop Rotation System for the Tropics: A Theoretical Exposition","year":2022,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agroforestry; Arable land; Crop rotation; Environmental science; Land degradation; Productivity; Land use; Shifting cultivation; Agronomy; Geography; Crop; Agriculture; Forestry; Economics; Ecology; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003591666,0.0002724931,0.0002624947,0.00006977421,0.008223056,0.0005583351,0.00112748,0.0001738274,0.0009027256],"category_scores_gemma":[0.000315516,0.00007989292,0.0002247576,0.00261883,0.0002955266,0.0003221245,0.0009773291,0.001077196,0.0000332492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171217,"about_ca_system_score_gemma":0.0001525797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213317,"about_ca_topic_score_gemma":0.00005067034,"domain_scores_codex":[0.994338,0.0008835965,0.0003747887,0.000641288,0.001778456,0.00198387],"domain_scores_gemma":[0.9962003,0.001362356,0.0001003821,0.0001662526,0.001947363,0.0002233401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003930085,0.0002268671,0.0002504243,0.0002900516,0.00007283516,0.0001811788,0.0006595877,0.0002587849,0.01246691,0.8298887,0.1489478,0.006363853],"study_design_scores_gemma":[0.0006378331,0.001517133,0.01655405,0.00002959225,0.00004171487,0.000133391,0.4780342,0.0003340378,0.00319731,0.01790649,0.4810994,0.0005148019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8269995,0.00564357,0.0006359572,0.108812,0.00061803,0.02220323,0.0002170922,0.0008628599,0.03400767],"genre_scores_gemma":[0.9392212,0.00006760855,0.00003850403,0.00009590425,0.0007876848,0.004260829,0.0004552879,0.000004335825,0.05506866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8119822,"threshold_uncertainty_score":0.9930681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706322138268087,"score_gpt":0.274226882507002,"score_spread":0.2571636611243212,"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."}}