{"id":"W6969434709","doi":"10.5683/sp3/1iwbfp","title":"Replication data for: The effect of ecological restoration on mutualistic services provided by arbuscular mycorrhizal fungi depends on site location and host identity","year":2024,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Andropogon; Mycorrhizal fungi; Arbuscular mycorrhizal; Arbuscular mycorrhizal fungi; Host (biology); Symbiosis; Colonization; Biomass (ecology); Greenhouse","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","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":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005560746,0.002863174,0.002499395,0.003475001,0.001815662,0.00346331,0.003661845,0.002360535,0.111144],"category_scores_gemma":[0.02460395,0.001196775,0.002507609,0.005218036,0.0007337885,0.001845363,0.002763801,0.002454385,0.1087406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701226,"about_ca_system_score_gemma":0.003884303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01768978,"about_ca_topic_score_gemma":0.0326694,"domain_scores_codex":[0.9960732,0.0005371518,0.0006143834,0.001438322,0.0008963777,0.0004405736],"domain_scores_gemma":[0.9866145,0.0041644,0.001059534,0.004505679,0.002867906,0.0007879306],"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":[0.0002276081,0.00006274721,0.002580315,0.001621029,0.0001330998,0.00003158491,0.00005582731,0.0003271474,0.0006057221,0.0004546013,0.9898514,0.004049047],"study_design_scores_gemma":[0.001211074,0.00006686756,0.01131751,0.0005123006,0.0001657963,0.00007417336,0.0001194244,0.0006854677,0.001419972,0.001859672,0.9824783,0.00008942315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000150427,0.00002733312,0.0001011863,0.00003892741,0.00003195459,0.00002434185,0.9989008,0.0003792267,0.0003457827],"genre_scores_gemma":[0.0006790751,0.00002190379,0.0008030981,0.0000337452,0.000008076695,0.0002619857,0.9972996,0.0002103806,0.0006822087],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.111144,"threshold_uncertainty_score":0.3718137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941110654906789,"score_gpt":0.3130677394200255,"score_spread":0.2936566328709577,"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."}}