{"id":"W6941329995","doi":"10.13140/rg.2.2.14124.07043","title":"Roygbiv@2022 ENVIRONMENTAL MONITORING REPORT (THIRD QUARTER) OF PREPARED BY ENVIRONMENTAL MONITORING REPORT FOR THIRD QUARTER OF 2022","year":2022,"lang":"en","type":"article","venue":"","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental monitoring; Quarter (Canadian coin); Corrosion monitoring; Continuous monitoring; Monitoring and evaluation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001153214,0.0005909337,0.0004741905,0.001302803,0.0008878473,0.001851006,0.001182476,0.002097156,0.2659325],"category_scores_gemma":[0.00222767,0.0003855185,0.0003940995,0.0008157165,0.0002167909,0.0006362688,0.001053771,0.001440165,0.1391165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296033,"about_ca_system_score_gemma":0.004729572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05025387,"about_ca_topic_score_gemma":0.05256573,"domain_scores_codex":[0.9989125,0.0000760302,0.00003139739,0.0001065417,0.000720118,0.0001534129],"domain_scores_gemma":[0.9977945,0.0002033587,0.0001557807,0.0002245294,0.001215001,0.0004067521],"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":[0.0001192596,0.00005819048,0.001118861,0.00008412882,0.000006917123,0.00003994273,0.000008914662,0.0001053443,0.001042936,0.0003240584,0.9681979,0.02889365],"study_design_scores_gemma":[0.00003530383,0.00007546308,0.008992891,0.00004771526,0.00000766969,0.000029246,0.00004834512,0.0003037887,0.001700144,0.0001746886,0.9885722,0.00001258615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009064756,0.001427576,0.001999612,0.01195343,0.009699722,0.001379075,0.3110986,0.009461019,0.6439162],"genre_scores_gemma":[0.01139296,0.0006756419,0.002077155,0.002190183,0.0004215278,0.0003991598,0.07299372,0.0009584257,0.9088913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7340676,"threshold_uncertainty_score":0.8896328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009978805011829333,"score_gpt":0.2167074065438071,"score_spread":0.2067286015319778,"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."}}