{"id":"W2529860851","doi":"10.5539/jas.v8n11p11","title":"Shade’s Benefit: Coffee Production under Shade and Full Sun","year":2016,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Coffee research and impacts","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agroecosystem; Productivity; Agroforestry; Monoculture; Amazon rainforest; Tropics; Production (economics); Biodiversity; Ecosystem services; Agricultural science; Agriculture; Environmental science; Ecosystem; Geography; Agronomy; Ecology; Biology; Economics","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":[0.0003254514,0.0001388908,0.0001834729,0.0002374056,0.0004918039,0.0006026295,0.0001893764,0.0001824273,0.001973966],"category_scores_gemma":[0.000729849,0.00008259083,0.0002377193,0.0003601735,0.0004354363,0.0003985397,0.0005701228,0.0001456656,0.00008130118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006185383,"about_ca_system_score_gemma":0.0004566845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006170904,"about_ca_topic_score_gemma":0.02582854,"domain_scores_codex":[0.9996747,0.0001140567,0.00001109599,0.00005211748,0.0000557734,0.00009225097],"domain_scores_gemma":[0.9995173,0.00007974288,0.0001530245,0.00003569565,0.00004348892,0.0001707812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005183921,0.0006332304,0.7254012,0.0007604125,0.000376697,0.001716744,0.005906863,0.00130491,0.1119193,0.002346934,0.001110649,0.1433391],"study_design_scores_gemma":[0.00001093959,0.0004263478,0.9927918,0.00002056311,0.00004708504,0.0002259597,0.001596708,0.000229732,0.001487586,0.0003809535,0.002773594,0.000008661656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972145,0.0003596301,0.00009895341,0.00010887,0.000006773017,0.000004403803,0.00004470988,0.000002782223,0.00215935],"genre_scores_gemma":[0.9996392,0.00006269789,0.00009326995,0.00001528331,0.000003892921,8.701071e-7,0.00001669328,0.000001016818,0.0001670226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006170904,"threshold_uncertainty_score":0.01226997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724904252266525,"score_gpt":0.2979525157635916,"score_spread":0.2707034732409264,"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."}}