{"id":"W2131956794","doi":"10.5539/jas.v4n12p190","title":"Land Use Change and Its Determinant Factors in Northern Laos: Spatial and Socio-economic Analysis","year":2012,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shrubland; Land cover; Land use; Geography; Logistic regression; Watershed; Agricultural land; Agriculture; Land use, land-use change and forestry; Ecology; Ecosystem","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":[0.0005417345,0.0001384041,0.0001836126,0.001573299,0.0004497165,0.000780286,0.0002171238,0.0001912844,0.001209409],"category_scores_gemma":[0.001097364,0.0001358183,0.0003510448,0.002067748,0.0004969709,0.0004919071,0.0005131189,0.0001877235,0.0001388904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008337831,"about_ca_system_score_gemma":0.000465002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04606915,"about_ca_topic_score_gemma":0.06879617,"domain_scores_codex":[0.9996284,0.0001396384,0.00002639167,0.00005992701,0.00005356915,0.00009206188],"domain_scores_gemma":[0.9992735,0.0002265247,0.0002588129,0.00003841587,0.000104415,0.00009831226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002702049,0.00002804921,0.9969646,0.000008785615,0.00002616297,0.00008262524,0.0002450883,0.0003192036,0.0001535583,0.00009868503,0.00005798949,0.001988143],"study_design_scores_gemma":[0.000001016782,0.00001390539,0.9976376,0.000004473134,0.000008518547,0.00003880862,0.001175328,0.0008508229,0.00002384267,0.00004157919,0.0002014837,0.000002500981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992716,0.00007506842,0.00006321473,0.00004112889,0.00000114307,0.000003808757,0.0001509038,0.000002878317,0.0003902771],"genre_scores_gemma":[0.9995857,0.00005613303,0.00007757448,0.000004532768,0.000003937844,0.000007324609,0.0001566681,0.00000118072,0.0001070061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04606915,"threshold_uncertainty_score":0.09160197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722127261851639,"score_gpt":0.2074526078533422,"score_spread":0.1802313352348258,"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."}}