{"id":"W4229440983","doi":"10.1590/1519-6984.260615","title":"Environmental sustainability assessment of softwood and hardwood seedlings production in forest nurseries: A case study from Pakistan","year":2022,"lang":"en","type":"article","venue":"Brazilian Journal of Biology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Life-cycle assessment; Seedling; Sustainability; Environmental impact assessment; Abiotic component; Forestry; Biology; Environmental science; Environmental protection; Agroforestry; Production (economics); Ecology; Agronomy; Geography","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":[0.000334808,0.0002718639,0.0001861741,0.0006486121,0.001018951,0.0006839324,0.0003947272,0.0003609355,0.0008471775],"category_scores_gemma":[0.0003370155,0.0001273914,0.0003292779,0.001193537,0.0004705254,0.0003508188,0.0004148036,0.0002284871,0.00006492648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002418176,"about_ca_system_score_gemma":0.001490054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06241409,"about_ca_topic_score_gemma":0.1285635,"domain_scores_codex":[0.9997246,0.00005386118,0.00001396197,0.00004253413,0.00006473551,0.0001003359],"domain_scores_gemma":[0.9996512,0.0001317627,0.00007120281,0.0000165125,0.000066787,0.00006249252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003075265,0.0009658399,0.8093831,0.000457679,0.00008438416,0.06910411,0.009837492,0.03087207,0.01232866,0.00213894,0.00120745,0.06331273],"study_design_scores_gemma":[0.00003312562,0.001260229,0.8851647,0.000102376,0.00008018423,0.005897752,0.07182155,0.02063864,0.006864521,0.0008322369,0.007235411,0.000069257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985034,0.00003637695,0.0002268491,0.00002557925,0.000001026412,0.00002181771,0.00008855837,0.000001807688,0.001094484],"genre_scores_gemma":[0.9984831,0.0001653865,0.0006739821,0.000009115039,0.000001912968,0.000009691828,0.00008127942,0.000001530993,0.0005740885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06241409,"threshold_uncertainty_score":0.1241016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006713592579605842,"score_gpt":0.2894410788472335,"score_spread":0.2827274862676277,"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."}}