{"id":"W2891077012","doi":"10.1017/s0376892918000218","title":"Migration and a New Landscape of Forest Use and Conservation","year":2018,"lang":"en","type":"article","venue":"Environmental Conservation","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Government of Canada; National Science Foundation","keywords":"Livelihood; Geography; Deforestation (computer science); Indigenous; Latin Americans; Agroforestry; Agriculture; Corporate governance; Environmental resource management; Environmental planning; Ecology; Business; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001387389,0.0001182384,0.0001023581,0.0000479844,0.0001745418,0.00004324743,0.00006168968,0.00005923563,0.0005130577],"category_scores_gemma":[0.0000325666,0.0001176838,0.00002014304,0.0001068616,0.000403807,0.0004424315,0.0001727229,0.00004172267,0.00005755942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004403973,"about_ca_system_score_gemma":0.000005710887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574064,"about_ca_topic_score_gemma":0.001626193,"domain_scores_codex":[0.9991864,0.00004041952,0.0001969452,0.0002524996,0.0002051937,0.0001185447],"domain_scores_gemma":[0.9995838,0.00005660052,0.0001313888,0.0001458442,0.000005206814,0.00007717904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000426669,0.00003797573,0.9896478,0.000006876086,0.00001017577,5.922026e-7,0.0006593086,0.000005174238,0.00507789,0.00003264655,0.002791685,0.001687185],"study_design_scores_gemma":[0.0005029272,0.0001332289,0.9695759,0.00001001079,0.00003112939,0.000004340926,0.0002901582,0.004326168,0.0006057284,0.0001812903,0.0242165,0.0001226283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965824,0.00004045528,0.0004763696,0.002232745,0.0000396284,0.0002558918,0.00001045302,0.00001976555,0.0003422848],"genre_scores_gemma":[0.9964571,0.0001089965,0.001289071,0.001035406,0.00003182075,0.000003693272,0.0000587236,0.000007181451,0.001007981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02142482,"threshold_uncertainty_score":0.5617622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946770118156329,"score_gpt":0.1851141749160879,"score_spread":0.1656464737345246,"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."}}