{"id":"W3036053211","doi":"10.7939/r3-wszy-4x39","title":"Alberta grassland plant trait data","year":2020,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Grassland; Trait; Geography; Environmental science; Agronomy; Biology; Computer science","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":[],"category_scores_codex":[0.00001995227,0.00008187038,0.0001145193,0.00001437995,0.00006469076,0.00001217189,0.0008061176,0.00003235783,0.008337737],"category_scores_gemma":[0.000006713298,0.00008141992,0.00003532385,0.0001255178,0.0000894053,0.0007395858,0.0009616243,0.00005690503,0.0004129258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004680947,"about_ca_system_score_gemma":0.000007061566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006314554,"about_ca_topic_score_gemma":0.001410917,"domain_scores_codex":[0.9993752,0.00002237365,0.00007059056,0.0002775711,0.0001253563,0.0001288909],"domain_scores_gemma":[0.9994633,0.00006630425,0.00004451458,0.0002935411,5.216792e-7,0.0001317771],"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":[0.00008020363,0.00005539294,0.1639619,0.00001910132,0.00003681344,0.00003072048,0.002286937,0.00007231901,0.00003956881,0.0002697562,0.8314101,0.001737178],"study_design_scores_gemma":[0.0004366503,0.00005006764,0.03984555,0.000009169921,0.0000270094,0.000001172808,0.0003357068,0.003333383,0.0000301384,0.00004801884,0.9557543,0.0001287911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4455293,0.00002029487,0.0001887171,0.02818413,0.00005582356,0.0001894811,0.0001009533,0.00004043312,0.5256909],"genre_scores_gemma":[0.9638453,0.00008518085,0.001257625,0.001933575,0.00006181284,6.496818e-8,0.0006931034,0.00001638311,0.03210694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5183161,"threshold_uncertainty_score":0.9925688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551997783480773,"score_gpt":0.1607445768625598,"score_spread":0.145224599027752,"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."}}