{"id":"W6892191583","doi":"10.5064/f6buax58/qbr29o","title":"Burke_EDI_NENA.ResearcherSurvey.2017.09.24.rtf","year":2018,"lang":"en","type":"dataset","venue":"Syracuse University Qualitative Data Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Identifier; Plan (archaeology); Survey data collection; Survey methodology; Scale (ratio); Identification (biology); Data collection; Focus (optics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009851418,0.0008583463,0.0009815679,0.003234173,0.00154837,0.002730977,0.001487017,0.001045977,0.7177497],"category_scores_gemma":[0.04350927,0.0008819724,0.0005059215,0.004565013,0.0005374431,0.002844799,0.003182671,0.001497821,0.5242433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001528608,"about_ca_system_score_gemma":0.003134036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009465484,"about_ca_topic_score_gemma":0.0108318,"domain_scores_codex":[0.9951448,0.002649425,0.0002857328,0.0003591471,0.001101665,0.0004591196],"domain_scores_gemma":[0.972921,0.01043939,0.001049362,0.004554501,0.009364375,0.001671405],"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":[0.00007759112,0.00009928287,0.0006661502,0.0002527354,0.000004632552,0.000009763989,0.0003375877,0.00002532948,0.00005243393,0.001265414,0.9415984,0.05561049],"study_design_scores_gemma":[0.00006419588,0.00005585807,0.005026846,0.0004519202,0.000005171018,0.00002109219,0.0007828501,0.0001650489,0.0002019513,0.001067125,0.992139,0.00001900546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.005819884,0.0006017835,0.008929938,0.005278622,0.001400496,0.007418385,0.31743,0.01837699,0.6347439],"genre_scores_gemma":[0.05129357,0.001817278,0.02264972,0.006461074,0.0005504983,0.06172284,0.1842635,0.01286022,0.6583813],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.7177497,"threshold_uncertainty_score":0.4025958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2271804101210357,"score_gpt":0.4186151242558124,"score_spread":0.1914347141347767,"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."}}