{"id":"W4244736596","doi":"10.5558/tfc2015-017","title":"European Wood-Pastures in Transition – A Social-Ecological Approach","year":2015,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Ecology; Agroforestry; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004665752,0.00009020604,0.00007549025,0.00001556921,0.0001016136,0.00002877887,0.0003038399,0.00003582343,0.0005383329],"category_scores_gemma":[0.00001030561,0.00006038733,0.00003839785,0.0001978025,0.0002122668,0.000116365,0.0001486285,0.0001359704,0.001368062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490859,"about_ca_system_score_gemma":0.000008700489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003867481,"about_ca_topic_score_gemma":0.000158121,"domain_scores_codex":[0.9991444,0.0001431195,0.0001136669,0.0001571067,0.0001753252,0.0002664278],"domain_scores_gemma":[0.9997555,0.00001108335,0.00003054617,0.0001478876,0.000001773525,0.00005319868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002677952,0.00218081,0.03787686,0.0000545684,0.00005264967,0.0001080195,0.03598793,0.1238536,0.0009391226,0.01741409,0.7642425,0.01702206],"study_design_scores_gemma":[0.00268251,0.0003164853,0.8630948,0.000008662548,0.00003030107,0.00001805544,0.0008055039,0.02596125,0.00008439639,0.007787695,0.09874621,0.0004641057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7830743,0.00002325157,0.00004580613,0.001175332,0.0000288763,0.0001559758,0.000001383196,0.00003975397,0.2154553],"genre_scores_gemma":[0.9978981,0.000002559873,0.00008916487,0.0005049279,0.0001338958,0.0000138602,0.000009148111,0.00001036437,0.001338002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.825218,"threshold_uncertainty_score":0.9994095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670424991731183,"score_gpt":0.243771351469475,"score_spread":0.2170671015521632,"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."}}