{"id":"W6929571825","doi":"10.5064/f6buax58/pbgati","title":"Burke_EDI_NENA.ON006.ResearcherSurvey.2017.09.22.rtf","year":2018,"lang":"en","type":"dataset","venue":"Syracuse University Qualitative Data Repository","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Identifier; Survey data collection; Plan (archaeology); Survey methodology; Identification (biology); Scale (ratio); Data collection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001703483,0.0005244155,0.0004633292,0.0002564492,0.0005249974,0.00008749168,0.002933081,0.0008595777,0.0001158543],"category_scores_gemma":[0.0008161757,0.0005858183,0.0001822796,0.0002725293,0.001129445,0.00003302244,0.002809237,0.0006386417,0.0002764688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794646,"about_ca_system_score_gemma":0.0008277391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001660731,"about_ca_topic_score_gemma":0.001327484,"domain_scores_codex":[0.9945133,0.002268116,0.0004116964,0.001566776,0.0006558857,0.0005841866],"domain_scores_gemma":[0.9947072,0.0002045443,0.0004456998,0.003651397,0.0006308902,0.0003603054],"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":[0.0002815321,0.0001832433,0.00001247356,0.0001076181,0.0004734901,0.0001167328,0.0002924709,0.00000441169,0.001779154,0.00001874402,0.9966949,0.0000351794],"study_design_scores_gemma":[0.0007180934,0.0003777052,0.00009706983,0.00005861573,0.0001651381,0.0000331952,0.003045411,0.00007004772,0.0001848286,0.00001510518,0.9945512,0.0006836135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001163037,0.0004241905,0.0007707867,0.00008831111,0.001079149,0.0003465229,0.9947317,0.00003495781,0.001361339],"genre_scores_gemma":[0.0001457262,0.0009424491,0.0008051004,0.0001058072,0.001066563,0.000001894915,0.9833104,0.00003800323,0.01358405],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01222271,"threshold_uncertainty_score":0.9996593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06575387456759264,"score_gpt":0.3701027348938637,"score_spread":0.3043488603262711,"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."}}