{"id":"W6923902904","doi":"10.14288/1.0412916","title":"Business ecosystems to provide incentives and opportunities for sustainable and resilient livelihoods in forest landscapes","year":2022,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Government (linguistics); Incentive; Business ecosystem; Citizen journalism; Sustainability; Local government; Psychological resilience; Ecoforestry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002545765,0.0002708464,0.0002382587,0.001673263,0.00443518,0.01036093,0.0009514917,0.001670688,0.01185194],"category_scores_gemma":[0.003683241,0.0003360775,0.0003046232,0.001390909,0.006018037,0.007478001,0.00766799,0.001542668,0.001838319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002925173,"about_ca_system_score_gemma":0.005712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002559227,"about_ca_topic_score_gemma":0.009293732,"domain_scores_codex":[0.9981086,0.0008402813,0.00005441225,0.0001758002,0.0002980151,0.0005228542],"domain_scores_gemma":[0.9967028,0.0006750131,0.000541443,0.000369094,0.0003698911,0.001341775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005163187,0.0003267597,0.02112458,0.0003114593,0.00004398377,0.001418014,0.01063193,0.0022212,0.00197189,0.8107805,0.01921846,0.1318997],"study_design_scores_gemma":[0.0000333937,0.0001143821,0.0282667,0.0006786707,0.00002694162,0.0008455892,0.02699499,0.0027988,0.0008361503,0.3258842,0.6134625,0.00005768285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2066213,0.002334097,0.03324784,0.02415428,0.0003687712,0.000300069,0.0001868547,0.0003480626,0.7324387],"genre_scores_gemma":[0.9626671,0.0009438758,0.01233306,0.001391486,0.00007176872,0.0001177778,0.00007177277,0.00004847957,0.02235467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01185194,"threshold_uncertainty_score":0.03964865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137623444744917,"score_gpt":0.1708338785005521,"score_spread":0.1594576440531029,"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."}}