{"id":"W4411655881","doi":"10.51847/boc8phencw","title":"10.51847/boC8phEnCw","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Humic Substances and Bio-Organic Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vermicompost; Biology; Horticulture; Agronomy; Mathematics; Ecology; Nutrient","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007225497,0.00009911197,0.000120738,0.000003892881,0.0001433031,0.00002912798,0.0001841471,0.00003853443,0.9947737],"category_scores_gemma":[0.00001287686,0.00003366908,0.00004945414,0.0002373664,0.00002846382,0.00003820765,0.00003054596,0.00003955878,0.9309314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001235878,"about_ca_system_score_gemma":0.000002482345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004435493,"about_ca_topic_score_gemma":0.000006144678,"domain_scores_codex":[0.9993215,0.00001778112,0.0001110449,0.0001942558,0.000125693,0.0002296958],"domain_scores_gemma":[0.9997776,0.00005466775,0.00001584935,0.00004297509,0.00002395058,0.00008494691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002047452,0.00002081682,0.000002477174,5.1928e-7,0.000006532849,0.000001503768,0.00001305611,5.169923e-7,0.003499413,9.696488e-7,0.02767617,0.9687576],"study_design_scores_gemma":[0.00004397995,0.0001482088,0.001572491,0.000005838612,0.000004975653,0.000002309158,0.00001086422,0.00000487775,0.0001179981,0.000004658272,0.9979596,0.0001242408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1144399,0.0001953263,1.098158e-8,0.001263617,0.000003969333,0.00009754449,0.0000181396,0.00009313994,0.8838884],"genre_scores_gemma":[0.01184464,0.000004498061,0.00001533071,0.0001652144,0.0002737619,0.000007389358,0.000009720566,6.498494e-7,0.9876788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9702834,"threshold_uncertainty_score":0.1372985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102991067089117,"score_gpt":0.1636725267198352,"score_spread":0.1533734200109235,"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."}}