{"id":"W4385418307","doi":"10.3384/report.diva-194234","title":"Towards a more circular biobased economy and nutrient use on Gotland: finding suitable locations for biogas plants","year":2023,"lang":"en","type":"report","venue":"Report","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineering Link (Canada)","funders":"Energimyndigheten; Sveriges Lantbruksuniversitet; Linköpings Universitet","keywords":"Biogas; Digestate; Nutrient; Raw material; Environmental science; Biofuel; Bioenergy; Agriculture; Crop residue; Tonne; Manure; Agronomy; Anaerobic digestion; Environmental engineering; Waste management; Engineering; Biology; Ecology; Methane","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001080113,0.000351209,0.0004530396,0.000182393,0.0002705589,0.0001448395,0.0001997675,0.0002281409,0.0001436585],"category_scores_gemma":[0.0002422622,0.0003306135,0.0001791436,0.0002203015,0.00009832669,0.0001652082,0.0002974037,0.0001821903,0.0001152317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009716653,"about_ca_system_score_gemma":0.0002049448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003390647,"about_ca_topic_score_gemma":0.00009716659,"domain_scores_codex":[0.9972578,0.00001635886,0.0006172406,0.0009572835,0.0006414953,0.0005098139],"domain_scores_gemma":[0.9984391,0.00009637934,0.0005020766,0.0007269288,0.00003607828,0.0001993756],"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":[0.0001103639,0.0006496731,0.1766475,0.0006111881,0.0005715443,0.002924246,0.0003211672,0.0007253487,0.0001231225,0.0005398316,0.8107364,0.006039615],"study_design_scores_gemma":[0.000366017,0.00009329787,0.0272009,0.0001675964,0.0001124604,0.000151558,0.00006374287,0.0001938108,0.0005191662,0.0004209048,0.9703014,0.0004091721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7841995,0.001200632,0.005167589,0.002180339,0.005820772,0.01170702,0.002322114,0.0009215596,0.1864805],"genre_scores_gemma":[0.7661187,0.0110018,0.001816376,0.0009623372,0.001065182,0.00385214,0.01038295,0.0005892992,0.2042112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1595649,"threshold_uncertainty_score":0.9999146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08852859640166387,"score_gpt":0.3173587072605717,"score_spread":0.2288301108589079,"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."}}