{"id":"W7070436512","doi":"","title":"Pander Society Newsletter 2015","year":2015,"lang":"en","type":"other","venue":"Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conodont; Generosity; Biostratigraphy; Devonian; Ordovician; Taxonomy (biology)","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":[0.00170818,0.001210455,0.0006899484,0.002589545,0.002342113,0.008558174,0.001362297,0.003383386,0.5492073],"category_scores_gemma":[0.006380909,0.0005882639,0.0006124061,0.001658038,0.0006290109,0.004525563,0.003408098,0.003807423,0.4442675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001453423,"about_ca_system_score_gemma":0.002403836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002459192,"about_ca_topic_score_gemma":0.005663229,"domain_scores_codex":[0.9983083,0.0001246566,0.00009453937,0.0002553764,0.00101641,0.0002007613],"domain_scores_gemma":[0.996085,0.0005476832,0.0002931568,0.0002901719,0.001582692,0.001201208],"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":[0.00001698296,0.00002240731,0.00004624104,0.0000530006,0.000001021272,0.00003733812,0.00001682418,0.000007719145,0.00008472097,0.0009041355,0.9703041,0.02850549],"study_design_scores_gemma":[0.000001768271,0.000007100563,0.0001856296,0.00002770661,4.894881e-7,0.00002417452,0.00001772136,0.000007655779,0.00003006159,0.00009952454,0.9995955,0.00000264499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001169324,0.00681862,0.0009079622,0.02590965,0.07385349,0.0002356252,0.004305723,0.002724604,0.884075],"genre_scores_gemma":[0.001405923,0.001804545,0.0003566349,0.004093337,0.006532479,0.00007692393,0.002076531,0.0004679156,0.9831856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5492073,"threshold_uncertainty_score":0.643001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142474883837792,"score_gpt":0.2414048770578584,"score_spread":0.2199801282194805,"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."}}