{"id":"W7098878282","doi":"","title":"EDITORIAL","year":2015,"lang":"en","type":"article","venue":"","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Work (physics); Digital scholarship; Cornerstone; Identity (music); Digital inclusion","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":[0.002206457,0.0009042611,0.001012585,0.002338079,0.002278439,0.007119571,0.001898163,0.004855903,0.2158169],"category_scores_gemma":[0.01649564,0.0003365446,0.0007475765,0.00142621,0.001762541,0.004500574,0.002231254,0.005774574,0.09498189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002287302,"about_ca_system_score_gemma":0.002561382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140004,"about_ca_topic_score_gemma":0.002262574,"domain_scores_codex":[0.9974426,0.0003286747,0.0002212163,0.0005172186,0.001228079,0.0002622695],"domain_scores_gemma":[0.9877331,0.002929091,0.0006545364,0.001120133,0.00524266,0.002320447],"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":[0.00001167661,0.000007003654,0.00003049385,0.00009760256,0.000002042485,0.00005494387,0.0000258502,0.000009040257,0.00004579093,0.00172666,0.9878541,0.01013482],"study_design_scores_gemma":[0.000003658945,0.000004288087,0.00009260417,0.0001302135,0.000001616119,0.00006402073,0.00003787439,0.0000106174,0.00003348212,0.0006469935,0.9989723,0.000002387292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002301759,0.008452952,0.0002916012,0.05830171,0.8438274,0.00005016906,0.0005408857,0.0001711342,0.08813403],"genre_scores_gemma":[0.004376235,0.00930745,0.0003785884,0.0351384,0.6498119,0.00006727222,0.000696987,0.0002518904,0.2999713],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.784183,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04572714619460078,"score_gpt":0.2018107749281655,"score_spread":0.1560836287335648,"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."}}