{"id":"W7022067684","doi":"","title":"","year":2021,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Indigenous; Glacier; Battle; Diversity (politics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001137017,0.0004577196,0.0002882215,0.001047282,0.002364991,0.004007671,0.0005331287,0.0005728023,0.2800334],"category_scores_gemma":[0.0003107198,0.0002194701,0.0001888012,0.002538387,0.0005963808,0.001480413,0.0009786488,0.0008141175,0.1836266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003136951,"about_ca_system_score_gemma":0.003628227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1636791,"about_ca_topic_score_gemma":0.534911,"domain_scores_codex":[0.9998633,0.00000548043,0.000002825987,0.00001618446,0.0000815789,0.00003067116],"domain_scores_gemma":[0.9998498,0.0000139752,0.000003025654,0.00001100256,0.00006876664,0.00005345963],"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":[0.0000109622,0.00001681859,0.0003009541,0.00008436404,0.000001217744,0.00007237426,0.0004361857,0.00006845451,0.0004268223,0.009178962,0.8861479,0.103255],"study_design_scores_gemma":[3.65033e-7,9.794294e-7,0.0002672123,0.00002178168,3.080243e-7,0.00001605707,0.0001177837,0.000006290041,0.00002460369,0.0002333621,0.9993103,9.625276e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006946212,0.002961444,0.0001731144,0.0009025402,0.0006607928,0.00001766732,0.000636986,0.0001642493,0.9937885],"genre_scores_gemma":[0.001218818,0.001059739,0.0001276353,0.0002304783,0.0000321594,0.000004269888,0.0003033139,0.00006186368,0.9969617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7199667,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447037286540566,"score_gpt":0.4539990732821912,"score_spread":0.3092953446281347,"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."}}