{"id":"W4252685910","doi":"10.5558/tfc79820-5","title":"PERSPECTIVE","year":2003,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001077476,0.0004355673,0.0003040991,0.0005344404,0.00364659,0.005443102,0.0008568162,0.007124976,0.1379996],"category_scores_gemma":[0.002887657,0.0001280393,0.0003812274,0.000503055,0.002338433,0.003099187,0.0019078,0.005849822,0.03240008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002560811,"about_ca_system_score_gemma":0.005371559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01103039,"about_ca_topic_score_gemma":0.03290563,"domain_scores_codex":[0.999057,0.0001406406,0.0000179373,0.0002035655,0.0003404633,0.0002402819],"domain_scores_gemma":[0.9990745,0.0001554161,0.00004004577,0.00008116299,0.0003426205,0.0003062945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002207366,0.0000332223,0.0002380028,0.0000614329,0.000003941972,0.0001059363,0.0002370062,0.00003752068,0.0001686652,0.1610333,0.7976233,0.04043553],"study_design_scores_gemma":[0.000002907516,0.000005191592,0.0001486948,0.0000696783,0.000001545312,0.00004562926,0.0002321357,0.00000763652,0.00004188798,0.01194487,0.9874974,0.000002364817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001263545,0.01317131,0.0007443575,0.2239382,0.01958088,0.0000172444,0.0002030144,0.00005821682,0.7410231],"genre_scores_gemma":[0.03201464,0.01208136,0.0005825069,0.1762833,0.008433999,0.00003381831,0.0001732897,0.00004703669,0.7703501],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8620003,"threshold_uncertainty_score":0.4616547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667794876568434,"score_gpt":0.2733221597545777,"score_spread":0.2566442109888933,"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."}}