{"id":"W3193442965","doi":"10.3390/su13169419","title":"Why Do Households Depend on the Forest for Income? Analysis of Factors Influencing Households’ Decision-Making Behaviors","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Tobit model; Respondent; Descriptive statistics; Household income; Dependency ratio; Socioeconomics; Business; Agricultural economics; Economics; Geography; Demography","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":[0.0005336956,0.0001345098,0.0001398451,0.0005011692,0.0004852587,0.0005285915,0.0001364605,0.0002333115,0.001383515],"category_scores_gemma":[0.001825175,0.0001179912,0.000225757,0.0006497347,0.0003422853,0.0003452152,0.0002608802,0.0002865141,0.0001582593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002879732,"about_ca_system_score_gemma":0.000341196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008772925,"about_ca_topic_score_gemma":0.01685175,"domain_scores_codex":[0.9997003,0.0001302768,0.00002520989,0.00003490662,0.00003885935,0.00007046768],"domain_scores_gemma":[0.9983481,0.0007239088,0.0005863997,0.00004739957,0.00009625074,0.0001979391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002836976,0.00005729543,0.9949626,0.000009522729,0.00001669629,0.00006514465,0.001235289,0.00006252617,0.00009740519,0.00003592305,0.00007427588,0.003354969],"study_design_scores_gemma":[0.000001926664,0.00005915023,0.992673,0.000008884884,0.000008263296,0.00006201747,0.006447241,0.0003376786,0.00006188684,0.00007248952,0.000262685,0.000004750581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994758,0.00002773157,0.00003831229,0.00004840385,0.000001086058,0.000006798119,0.00009313445,4.481665e-7,0.000308315],"genre_scores_gemma":[0.9997628,0.00003872608,0.00005035692,0.00001176254,0.000001079241,0.000003891498,0.0000600885,1.738787e-7,0.00007101389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008772925,"threshold_uncertainty_score":0.01744372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148684758509255,"score_gpt":0.2518313094518759,"score_spread":0.2369628336009504,"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."}}