{"id":"W7003718724","doi":"","title":"","year":2021,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; Dream; Relation (database); Natural (archaeology); Typology; Beauty","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004579971,0.0005001609,0.0009767313,0.0001079852,0.0004662989,0.002061235,0.005082163,0.000267758,0.08064496],"category_scores_gemma":[0.0001183534,0.0002523223,0.0002599051,0.0005920042,0.0002287585,0.00201581,0.003279714,0.0002727109,0.0002145953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088516,"about_ca_system_score_gemma":0.0001130073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03748517,"about_ca_topic_score_gemma":0.06792236,"domain_scores_codex":[0.9969932,0.0003354835,0.0005625541,0.0009985338,0.0006505597,0.0004597134],"domain_scores_gemma":[0.9979649,0.0002802231,0.001100834,0.0002458436,0.0002035706,0.0002046277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000490659,0.001058605,0.0824853,0.0004551189,0.001019797,0.0001121446,0.0001175005,0.00001115013,0.0674646,0.00835026,0.2749408,0.5634941],"study_design_scores_gemma":[0.0003163803,0.00004618452,0.1625426,0.0005442958,0.00006511169,0.000005913561,0.0000900706,0.000006749638,0.0009261825,0.0002544745,0.8346144,0.0005876375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06279712,0.0004043507,0.000008637877,0.0006721983,0.0009189947,0.001507384,0.00009419017,0.0002230019,0.9333741],"genre_scores_gemma":[0.06914619,0.001115625,0.0002913486,0.0006971184,0.0007665775,0.0001162606,0.01427043,0.00003373327,0.9135627],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5629065,"threshold_uncertainty_score":0.9999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247685930993778,"score_gpt":0.350422239138284,"score_spread":0.2256536460389061,"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."}}