{"id":"W2970248671","doi":"10.36487/acg_rep/1915_54_erickson","title":"A case study of seed-use technology development for Pilbara mine site rehabilitation","year":2019,"lang":"en","type":"article","venue":"Mine closure","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Iron Ore Company (Canada)","funders":"Department of Industry, Innovation and Science, Australian Government; Brigham Young University","keywords":"Rehabilitation; Mining engineering; Computer science; Geology; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009864569,0.0004906611,0.0002647583,0.001022731,0.00414168,0.001872964,0.001333891,0.002777041,0.006795845],"category_scores_gemma":[0.001750473,0.0002447233,0.0004948025,0.001077547,0.00133878,0.001265467,0.00177164,0.001476293,0.001734954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00196796,"about_ca_system_score_gemma":0.001996954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00491389,"about_ca_topic_score_gemma":0.01704697,"domain_scores_codex":[0.9986307,0.0004458014,0.00006648546,0.0001452669,0.0004079142,0.0003038606],"domain_scores_gemma":[0.9988018,0.0004202895,0.0001152822,0.00009990074,0.000162635,0.0004000227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004900347,0.002968779,0.06101859,0.002122136,0.0001067498,0.4459982,0.08437361,0.0151962,0.04396063,0.04400748,0.02132118,0.2784365],"study_design_scores_gemma":[0.00008779253,0.002179807,0.06717016,0.001043049,0.0001097194,0.1394045,0.1355608,0.02109584,0.03746586,0.01102198,0.5846398,0.0002206338],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902891,0.001341149,0.02333079,0.004056534,0.0001586146,0.0006201083,0.0003471301,0.0002309756,0.07962556],"genre_scores_gemma":[0.931842,0.001227485,0.02376002,0.000517298,0.00003897556,0.0001901026,0.0002182817,0.0001209977,0.0420849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006795845,"threshold_uncertainty_score":0.0227344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058029251571909,"score_gpt":0.2280545043045375,"score_spread":0.2174742117888184,"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."}}