{"id":"W6961070568","doi":"10.14288/1.0178535","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Distributed ledger; Population; Publishing; Project commissioning","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001173857,0.00004477236,0.00004931399,9.320746e-7,0.01597848,0.003149269,0.0007502719,0.00002777077,0.0003799582],"category_scores_gemma":[0.00004518723,0.00001273572,0.00002737312,0.00008094734,0.00006153841,0.00007942526,0.0001883413,0.00005534629,0.00003502892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006987001,"about_ca_system_score_gemma":0.00001156243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003520244,"about_ca_topic_score_gemma":0.0418986,"domain_scores_codex":[0.9996544,0.00002476476,0.00005951135,0.00009948838,0.00004478148,0.0001170978],"domain_scores_gemma":[0.999664,0.0001267593,0.00005105019,0.00009273789,0.00002760373,0.00003785008],"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":[0.00002696646,0.00004511158,0.002386222,2.533588e-7,0.00002036304,0.000001897092,0.00001100951,0.000001580494,0.002610582,0.0003900709,0.9178713,0.07663462],"study_design_scores_gemma":[0.00005158695,0.00004091153,0.04211407,0.000002085197,0.000004015426,0.000004921725,0.00004302703,0.00002068939,0.000568764,0.0009054194,0.9561902,0.00005431848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02857276,0.00004343822,0.000004068783,0.002588518,0.0003508019,0.0002706654,0.00007682134,0.00001404972,0.9680789],"genre_scores_gemma":[0.5658358,0.00009178315,0.00005575547,0.0001193112,0.0002092337,0.00006184454,0.000006253376,3.041945e-7,0.4336197],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.537263,"threshold_uncertainty_score":0.9978856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584473691770343,"score_gpt":0.2428597356725239,"score_spread":0.1970149987548204,"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."}}