{"id":"W4292553333","doi":"10.7287/peerj.13885v0.1/reviews/3","title":"Peer Review #3 of \"Aluminum phosphate sludge as a phosphorus source for maize production under low soil phosphorus availability (v0.1)\"","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Phosphorus; Phosphate; Environmental science; Production (economics); Agronomy; Chemistry; Biology; Economics","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.007372716,0.001351062,0.002423068,0.0001119097,0.0005358304,0.00007334124,0.001927244,0.0003731804,0.09078491],"category_scores_gemma":[0.002155559,0.001227977,0.001406023,0.001456606,0.0005779614,0.0003402352,0.00224593,0.00101089,0.00162619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001923846,"about_ca_system_score_gemma":0.0002742895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004850672,"about_ca_topic_score_gemma":0.0001521588,"domain_scores_codex":[0.9881513,0.0003003899,0.002342244,0.002889385,0.004906549,0.001410137],"domain_scores_gemma":[0.9940569,0.0002132739,0.001742355,0.002955152,0.0006038986,0.0004284181],"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":[0.0001878004,0.0008461738,0.000115744,0.02296556,0.0002010804,0.000006201088,0.00006089257,0.0001196196,0.0000246915,0.0001022769,0.9488618,0.02650812],"study_design_scores_gemma":[0.0007172026,0.0004946683,0.0001453296,0.008169411,0.001019359,0.00001451445,0.00009036418,0.00005587465,0.002603061,0.0006896546,0.984665,0.00133557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001078491,0.6008005,0.00062508,0.2554961,0.01141541,0.02063993,0.001489468,0.0004967258,0.1079583],"genre_scores_gemma":[0.0002066403,0.2716859,0.0004376016,0.01557112,0.0001689442,0.002333715,0.001782585,0.0001687226,0.7076448],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5996865,"threshold_uncertainty_score":0.999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02277538112334372,"score_gpt":0.2740596925987139,"score_spread":0.2512843114753702,"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."}}