{"id":"W6948051365","doi":"10.4224/23003467","title":"Little green men","year":2018,"lang":"en","type":"article","venue":"NPARC","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00646123,0.0006827543,0.001219571,0.003003586,0.00481551,0.007929984,0.002260649,0.003377954,0.6762824],"category_scores_gemma":[0.03380924,0.0007391329,0.0005568832,0.001526051,0.002541402,0.003046937,0.004875038,0.002663998,0.5346155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002293194,"about_ca_system_score_gemma":0.01114555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004724188,"about_ca_topic_score_gemma":0.02072469,"domain_scores_codex":[0.9925826,0.001326717,0.0002941104,0.0009173283,0.003919072,0.0009602129],"domain_scores_gemma":[0.9450483,0.003314718,0.001118466,0.007965582,0.03154971,0.01100323],"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":[0.0000425593,0.00002212929,0.0003393816,0.0001426183,0.000006127665,0.0001084831,0.00009038747,0.00001576529,0.0002802867,0.002047115,0.9657597,0.03114546],"study_design_scores_gemma":[0.000008880012,0.000009155518,0.0008828832,0.0001205139,0.000002490764,0.00004926816,0.000120019,0.00003764093,0.0001394706,0.0005662695,0.9980569,0.000006299093],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003164204,0.001925892,0.00097302,0.03466753,0.0466172,0.0007553706,0.004311297,0.001024397,0.9065611],"genre_scores_gemma":[0.003344205,0.000400142,0.0002477825,0.001289816,0.001624043,0.00007902872,0.0007780486,0.0002105333,0.9920264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6762824,"threshold_uncertainty_score":0.4617438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146699707972329,"score_gpt":0.2099366456806691,"score_spread":0.1952666748834362,"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."}}