{"id":"W3079873154","doi":"10.3390/pr8081005","title":"Processes for Bioenergy and Resources Recovery from Biowaste","year":2020,"lang":"en","type":"article","venue":"Processes","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Toronto Metropolitan University","funders":"","keywords":"Bioenergy; Environmental science; Business; Natural resource economics; Environmental economics; Biofuel; Waste management; Economics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004284015,0.0001157009,0.0001169392,0.00001220296,0.0001080033,0.00007394102,0.000178496,0.00002912446,0.000157789],"category_scores_gemma":[0.0002418975,0.00009663356,0.0000162161,0.0003063607,0.00007786429,0.0002341984,0.0001872901,0.00002863267,0.00003773767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001296167,"about_ca_system_score_gemma":0.00001154403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453776,"about_ca_topic_score_gemma":0.00007546654,"domain_scores_codex":[0.9992052,0.000005856539,0.0001228266,0.0003673293,0.0001221837,0.000176644],"domain_scores_gemma":[0.999653,0.00008856164,0.00006440507,0.00007860704,0.00001426081,0.0001011957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003303173,0.001047584,0.3980044,0.01349403,0.0004265845,0.00002954904,0.01826653,0.002296505,0.01902975,0.0002987921,0.2114636,0.3323394],"study_design_scores_gemma":[0.0004397756,0.0002912686,0.002344264,0.00004167245,0.00003694743,4.594422e-7,0.0003202467,0.0002198488,0.02949029,0.004283543,0.962264,0.0002677016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744245,0.01034116,0.002912325,0.00712333,0.00008037763,0.0004732088,0.0001158694,0.0001604546,0.004368774],"genre_scores_gemma":[0.9906914,0.003623539,0.0027999,0.002259899,0.0001266316,0.0001036498,0.00002265397,0.00002201767,0.0003503396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7508004,"threshold_uncertainty_score":0.3940602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457399724947832,"score_gpt":0.1973607670089335,"score_spread":0.1827867697594552,"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."}}