{"id":"W2916535998","doi":"10.7287/peerj.5508v0.2/reviews/1","title":"Peer Review #1 of \"Rhizobacterial communities of five co-occurring desert halophytes (v0.2)\"","year":2018,"lang":"en","type":"peer-review","venue":"","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; Yale University","keywords":"Halophyte; Desert (philosophy); Geography; Biology; Ecology; Salinity; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01290879,0.001436431,0.003145987,0.006488573,0.00580127,0.01058428,0.005307382,0.004325885,0.3371436],"category_scores_gemma":[0.08503658,0.00119795,0.002148084,0.004767422,0.001917726,0.007070438,0.007308428,0.002240417,0.1866875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002580246,"about_ca_system_score_gemma":0.0189184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005970309,"about_ca_topic_score_gemma":0.01206352,"domain_scores_codex":[0.9853982,0.002460372,0.00149552,0.001649564,0.007521455,0.001474963],"domain_scores_gemma":[0.8095742,0.008996413,0.005807739,0.007429119,0.1537381,0.01445447],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007960547,0.00002513121,0.0007785955,0.002390193,0.00004581753,0.0001978118,0.0001354442,0.00006149211,0.000760332,0.0005328536,0.9574602,0.03753257],"study_design_scores_gemma":[0.00005743442,0.00004055362,0.003137874,0.0009172416,0.00005499666,0.0002289841,0.0002787809,0.0003765273,0.0006865356,0.0008316133,0.9933419,0.00004762043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01070853,0.02126663,0.01389342,0.1583791,0.5927165,0.006462594,0.04839426,0.005878504,0.1423004],"genre_scores_gemma":[0.05351006,0.03465308,0.01643971,0.02357029,0.1608164,0.00511408,0.07600265,0.006331768,0.623562],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9870912,"threshold_uncertainty_score":0.9454842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246071209319251,"score_gpt":0.3213536092619364,"score_spread":0.2788928971687439,"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."}}