{"id":"W1987394226","doi":"10.3390/su7022256","title":"Sustainability Best Paper Awards for 2015","year":2015,"lang":"en","type":"article","venue":"Sustainability","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sustainability; Computer science; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006652778,0.001198201,0.001078696,0.003158205,0.002508207,0.01047875,0.001884365,0.004123403,0.3072883],"category_scores_gemma":[0.01450886,0.0004689909,0.001193936,0.002144923,0.0006982377,0.003887577,0.005375484,0.003836474,0.2443072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00379086,"about_ca_system_score_gemma":0.01026205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003676527,"about_ca_topic_score_gemma":0.009966759,"domain_scores_codex":[0.9934849,0.0004999875,0.0002437202,0.0004075758,0.004264553,0.001099239],"domain_scores_gemma":[0.9812336,0.000453413,0.0004685535,0.0005422466,0.009424526,0.007877639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002561904,0.00002613963,0.00007726024,0.00003519532,0.00000443676,0.0000199531,0.000009023153,0.00002844227,0.00009082478,0.002872759,0.9767198,0.02009054],"study_design_scores_gemma":[0.000008404306,0.00001945476,0.0002904614,0.00003428189,0.000002144835,0.00001534583,0.00002434519,0.0000516812,0.00007418956,0.0009343587,0.9985403,0.000005045481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00208,0.009499999,0.002600185,0.08109991,0.2677544,0.0006732863,0.009602402,0.001743771,0.6249461],"genre_scores_gemma":[0.004633801,0.003019087,0.001075312,0.005474844,0.008844512,0.0001335775,0.005377452,0.0004234115,0.971018],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3072883,"threshold_uncertainty_score":0.9880692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304517147768114,"score_gpt":0.2830821681721545,"score_spread":0.2600369966944733,"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."}}