{"id":"W6961062429","doi":"10.1371/journal.pone.0292988.s009","title":"Total number of stations sampled by year, lake and season.","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Seed and Plant Biochemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Duration (music); Period (music); Field (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00001600032,0.0001007006,0.0001228111,0.000002706331,0.00004330807,0.00003020079,0.0001236749,0.0001737072,0.1656084],"category_scores_gemma":[0.000246876,0.00004224828,0.00003912402,0.0001056392,0.000005787937,0.00001868235,0.00007310425,0.0001055545,0.002224532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002727085,"about_ca_system_score_gemma":0.000007990542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001550672,"about_ca_topic_score_gemma":0.0006313015,"domain_scores_codex":[0.9994938,0.00001217038,0.00009206966,0.0001685102,0.0001184444,0.0001150405],"domain_scores_gemma":[0.9995205,0.0002756133,0.00007228485,0.0000409975,0.00003310421,0.00005753153],"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":[0.000002325442,0.000009862901,0.00002449776,0.00007135897,0.00000864215,0.000002153756,0.000001225962,2.213798e-8,0.0003262876,6.683866e-8,0.999328,0.0002255736],"study_design_scores_gemma":[0.00003403997,0.00001188953,0.002896399,0.0002736679,0.000006876551,0.000005042097,0.00002140705,4.206852e-7,0.00009563412,0.000004319476,0.9965389,0.0001114323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001816307,0.00007152501,4.037846e-10,0.000036398,0.00002739543,0.0000620135,0.9978726,0.00002150723,0.00009226379],"genre_scores_gemma":[0.00008035788,0.00002804481,0.000001966921,0.00003028859,0.0001276072,0.00001972809,0.9989755,6.106854e-7,0.0007358892],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1633838,"threshold_uncertainty_score":0.9985523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021729306654993,"score_gpt":0.2461915524170264,"score_spread":0.2159742593504764,"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."}}