{"id":"W2022575230","doi":"10.1080/03601230600619068","title":"Microwave Pretreatment for Enhancement of Phosphorus Release from Dairy Manure","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part B","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phosphorus; Struvite; Phosphate; Hydrogen peroxide; Manure; Microwave; Crystallization; Chemistry; Microwave heating; Pulp and paper industry; Materials science; Agronomy; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001023755,0.0001510136,0.0002750485,0.00005265247,0.000274502,0.00002354242,0.0002521978,0.00003242526,0.0003265342],"category_scores_gemma":[0.000007800031,0.0001207555,0.00007901991,0.0001438487,0.0005254602,0.0003013669,0.0001698352,0.00008254553,0.00001671474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007416027,"about_ca_system_score_gemma":0.00005192351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003874061,"about_ca_topic_score_gemma":0.00005336602,"domain_scores_codex":[0.997886,0.00001771213,0.0006246791,0.0003021935,0.0007771531,0.0003922601],"domain_scores_gemma":[0.9989273,0.00002972742,0.0006159251,0.0001831121,0.000008598785,0.0002353235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008007439,0.005609567,0.209539,0.00009921657,0.000094319,0.00003586034,0.001569051,0.0003501319,0.2693188,0.0005683177,0.1629543,0.3490607],"study_design_scores_gemma":[0.002957592,0.002745936,0.4676976,0.0001444221,0.00007185438,0.00001422692,0.0005120004,0.0001691908,0.2408492,0.002377204,0.2821408,0.0003199299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938327,0.002501956,0.0006382457,0.001206461,0.0002343664,0.0005263684,0.0000422662,0.000003107073,0.001014495],"genre_scores_gemma":[0.9931928,0.002247661,0.003571213,0.0005504206,0.00007529106,0.00001284656,0.000006785942,0.000008031298,0.0003349415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3487408,"threshold_uncertainty_score":0.4924268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284008902969854,"score_gpt":0.2486992577947963,"score_spread":0.2358591687650978,"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."}}