{"id":"W4362563311","doi":"10.2139/ssrn.4408457","title":"Analyzing Forest Management Practice in Different Felling Series: A Case Study from Community Forest of Rupandehi District, Nepal","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Network for Business Sustainability","funders":"","keywords":"Felling; Forest management; Series (stratigraphy); Geography; Forestry","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":[0.0005532058,0.0001970845,0.0002176764,0.001814976,0.002435024,0.001293835,0.0009915191,0.0007993456,0.001536408],"category_scores_gemma":[0.002144202,0.0002052995,0.0002370713,0.00308787,0.001086139,0.0008696872,0.001039997,0.0005309266,0.0001576156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002889885,"about_ca_system_score_gemma":0.001459961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09848417,"about_ca_topic_score_gemma":0.2618821,"domain_scores_codex":[0.9993665,0.0002400521,0.00003185509,0.00008890599,0.00009087322,0.0001819472],"domain_scores_gemma":[0.9982708,0.001018286,0.0002553363,0.00006800866,0.0001924929,0.0001949768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001835568,0.0007910512,0.8593175,0.0001114284,0.00005789035,0.01609091,0.09593941,0.001640097,0.002532391,0.00104901,0.0003895315,0.0218972],"study_design_scores_gemma":[0.000009340722,0.0002431578,0.75314,0.00005135923,0.00003573576,0.002181468,0.2381732,0.00329271,0.0006099464,0.0003657182,0.001869126,0.00002815196],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994196,0.0000135143,0.00004964206,0.00001829496,3.366027e-7,0.000008719381,0.00004163372,0.000001045617,0.0004472624],"genre_scores_gemma":[0.9991913,0.00003847063,0.0002249478,0.00001224186,9.444601e-7,0.000009377115,0.00008731506,0.000001710045,0.0004335291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09848417,"threshold_uncertainty_score":0.1958218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316422127943656,"score_gpt":0.2891854475018352,"score_spread":0.2660212262223987,"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."}}