{"id":"W4296391860","doi":"10.1007/s00284-022-03016-y","title":"An Archaic Approach to a Modern Issue: Endophytic Archaea for Sustainable Agriculture","year":2022,"lang":"en","type":"review","venue":"Current Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Archaea; Thaumarchaeota; Biology; Euryarchaeota; Phylum; Agriculture; Ecology; Population; Bacteria; Genetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005837737,0.0006532105,0.001636263,0.000170968,0.0006678913,0.00002259471,0.001955542,0.000485272,0.003465854],"category_scores_gemma":[0.00008270571,0.0005361298,0.0004864278,0.0004649221,0.0003748654,0.00008617296,0.001741596,0.001295317,0.0005107038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006448808,"about_ca_system_score_gemma":0.0001298387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006000615,"about_ca_topic_score_gemma":0.00007192277,"domain_scores_codex":[0.9956587,0.00132914,0.0005556338,0.001110479,0.00005160266,0.001294438],"domain_scores_gemma":[0.9981832,0.0003420084,0.0002924126,0.0009293893,0.00002032048,0.0002326995],"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":[0.000089179,0.001893741,0.000004504999,0.01180569,0.0002044866,0.0000105186,0.002055497,0.0005094956,0.002523486,0.00110886,0.2130443,0.7667502],"study_design_scores_gemma":[0.000197867,0.000425736,0.000001075395,0.0001031499,0.000197209,0.0001440649,0.00008974046,0.00001259396,0.000004692391,0.0005494241,0.9976736,0.0006008383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001061754,0.991323,0.0008624104,0.00002515587,0.0007761132,0.004404874,0.0005543408,0.0000933094,0.001854648],"genre_scores_gemma":[0.0001134328,0.9796066,0.000788092,0.0003225468,0.0003683549,0.002785017,0.01324881,0.00009065086,0.002676517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7846293,"threshold_uncertainty_score":0.999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04748352494396692,"score_gpt":0.3188738596883127,"score_spread":0.2713903347443458,"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."}}