{"id":"W4405274206","doi":"10.1139/er-2024-0079","title":"Carbon footprints and CO<sub>2</sub> removal in primary production of coffee: a meta-analytical review","year":2024,"lang":"en","type":"review","venue":"Environmental Reviews","topic":"Coffee research and impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rainforest Alliance","keywords":"Production (economics); Carbon fibers; Animal science; Chemistry; Environmental science; Mathematics; Biology; Algorithm; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002677475,0.0006770909,0.006448048,0.0003321258,0.0000209338,0.00001443815,0.0001646427,0.0002147137,0.00008022601],"category_scores_gemma":[0.000807101,0.0004199603,0.001525625,0.0004770257,0.000262549,0.00006349317,0.0002255192,0.001045645,0.0002561516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006892221,"about_ca_system_score_gemma":0.0002268257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004911219,"about_ca_topic_score_gemma":0.000002137647,"domain_scores_codex":[0.9952736,0.0007625833,0.001825073,0.0009144971,0.0007703542,0.0004539004],"domain_scores_gemma":[0.998166,0.0001044667,0.000459995,0.0008996996,0.000002686002,0.0003671255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001390801,0.000162164,0.00001037583,0.1481078,0.0009060539,0.0001457947,0.000007944348,1.691063e-9,0.0002043745,0.000001163274,0.003691219,0.8467492],"study_design_scores_gemma":[0.0001555299,0.0001919377,0.00009243475,0.08167413,0.0261143,0.0009931483,0.0000014523,0.000001017176,0.00005058145,0.000005182214,0.8904595,0.0002607777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003019965,0.9921457,2.575966e-7,0.0002744751,0.00009242357,0.005651588,0.00001973478,0.00001435014,0.001499452],"genre_scores_gemma":[0.00002966906,0.9980583,0.00006692374,0.0001392498,0.0001354148,0.0003810739,0.0002147191,0.00008023736,0.0008944731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8867683,"threshold_uncertainty_score":0.9998252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332105234831711,"score_gpt":0.389731786394103,"score_spread":0.2565212629109319,"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."}}