{"id":"W4396808064","doi":"10.1111/rec.14165","title":"The use of Groasis Waterboxx devices to improve mineland reclamation efforts by increasing transplant survival and growth of five native woody species","year":2024,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Seedling growth and survival studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rio Tinto; Brigham Young University","keywords":"Land reclamation; Woody plant; Ecology; Agroforestry; Environmental science; Geography; Forestry; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003797875,0.00008458117,0.0001481715,0.0000374729,0.0001290058,0.00003200548,0.00006042617,0.00004885777,0.00001657096],"category_scores_gemma":[0.0001842011,0.00005748811,0.00002313777,0.0001475865,0.0001688643,0.0001930636,0.00004319912,0.00004891625,0.000004614921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005598265,"about_ca_system_score_gemma":0.00000829994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741775,"about_ca_topic_score_gemma":0.004200395,"domain_scores_codex":[0.9991949,0.0001380253,0.0002281465,0.0001694482,0.0001428792,0.0001266149],"domain_scores_gemma":[0.9990245,0.0007825661,0.00006937062,0.00006340395,0.00002519369,0.00003497686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003805792,0.0000640963,0.9004146,0.0001338549,0.000137451,0.000005492429,0.009340904,0.0003117023,0.08315151,0.001456805,0.001552864,0.00305009],"study_design_scores_gemma":[0.0001927979,0.0002917046,0.9795767,0.00003242434,0.00004137653,0.000003661835,0.0004299829,0.001644219,0.01445164,0.0003089338,0.002900363,0.0001261672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981874,0.0001234734,0.0002951151,0.0006535957,0.0002445119,0.0001959906,0.00003889621,0.00001215778,0.0002488467],"genre_scores_gemma":[0.9994271,0.0001598963,0.0001695007,0.00002518177,0.00001782444,0.00001426415,0.00001559907,0.000005430927,0.0001651558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07916208,"threshold_uncertainty_score":0.2633054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823462541365614,"score_gpt":0.2281958785417648,"score_spread":0.2099612531281086,"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."}}