{"id":"W4297872320","doi":"10.5281/zenodo.8400","title":"The Environmental Quadrupole: Forest Area, Rainfall, Co2 Emissions And Arable Production Interactions In Cameroon","year":2012,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Arable land; Environmental science; Production (economics); Agroforestry; Environmental protection; Geography; Agriculture; Archaeology; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004309576,0.000321752,0.0001658113,0.000577363,0.0002268755,0.0006331489,0.0001108901,0.0001435793,0.001365755],"category_scores_gemma":[0.0006777417,0.0001185518,0.000168445,0.000991514,0.0002977554,0.0003763562,0.0002767296,0.0002057346,0.00007872542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007901464,"about_ca_system_score_gemma":0.0005373709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03888087,"about_ca_topic_score_gemma":0.04752959,"domain_scores_codex":[0.9997473,0.0001252235,0.000009305413,0.00004107253,0.00001857743,0.00005852678],"domain_scores_gemma":[0.9995394,0.0002129129,0.0001459966,0.00001241823,0.00004040198,0.00004899403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001265823,0.00004108959,0.987022,0.00004405512,0.0001349089,0.0004043014,0.000145848,0.002994137,0.001711976,0.0002790678,0.0002018304,0.006894279],"study_design_scores_gemma":[0.000001961389,0.00003128091,0.9962227,0.000008847494,0.00003297604,0.00005972107,0.0002694731,0.002733737,0.0002667744,0.00005103544,0.0003170753,0.000004270175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989372,0.0003657415,0.0001037107,0.00006008258,0.000002662676,0.000002468667,0.0002073194,0.000002499822,0.0003182879],"genre_scores_gemma":[0.999554,0.0001386363,0.00007626042,0.000006989721,0.000003033078,0.000001934288,0.0001200657,6.929849e-7,0.00009843913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03888087,"threshold_uncertainty_score":0.07730907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02861906956593354,"score_gpt":0.2236291565165486,"score_spread":0.1950100869506151,"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."}}