{"id":"W2314856685","doi":"10.4172/2157-7617.1000213","title":"Beekeeping as Integrated Watershed Conservation and Climatic Change Adaptation: An Action Research in Boredo Watershed","year":2014,"lang":"en","type":"article","venue":"Journal of Earth Science & Climatic Change","topic":"Bee Products Chemical Analysis","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Beekeeping; Watershed; Livelihood; Agroforestry; Soil conservation; Watershed area; Watershed management; Honey bee; Business; Agriculture; Geography; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002198804,0.0002722595,0.0002372375,0.0004405309,0.003313884,0.001419225,0.000593747,0.0004711306,0.0008252048],"category_scores_gemma":[0.001268819,0.0001179669,0.0002404759,0.0005078168,0.00127661,0.0008873837,0.0006525232,0.000576197,0.00003587553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005027061,"about_ca_system_score_gemma":0.00399544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1163029,"about_ca_topic_score_gemma":0.4114623,"domain_scores_codex":[0.9992996,0.0003582129,0.00001720536,0.00008941667,0.00006940704,0.0001660648],"domain_scores_gemma":[0.9992281,0.0002264285,0.0001648723,0.00003945807,0.0001025434,0.0002385259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001009186,0.01565442,0.6961373,0.0003926862,0.0001740963,0.002910168,0.1332078,0.001213023,0.0175073,0.00752636,0.002224496,0.122043],"study_design_scores_gemma":[0.00007637913,0.002270353,0.7699361,0.00008545968,0.0001026687,0.0002122539,0.2139342,0.001054938,0.0009354383,0.0006836932,0.01068389,0.00002459929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980711,0.00006246847,0.00006551004,0.0001691126,0.000004140046,0.00005129595,0.00001844169,0.00000143394,0.00155633],"genre_scores_gemma":[0.9980368,0.0001992185,0.0007393734,0.00008859105,0.00000371526,0.00004315179,0.00002312142,7.954469e-7,0.000865287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1163029,"threshold_uncertainty_score":0.2312518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.292284508875565,"score_gpt":0.3565934354570966,"score_spread":0.06430892658153159,"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."}}