{"id":"W6929556389","doi":"10.5064/f6buax58/fncfa8","title":"Burke_EDI_NENA.ResearcherSurvey.2017.09.24.docx","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.00948041,0.001623222,0.00178805,0.001956584,0.001842884,0.0004690975,0.01234177,0.001535414,0.001088431],"category_scores_gemma":[0.004448513,0.001829419,0.0004404901,0.001933011,0.004207902,0.003249411,0.00935194,0.003431542,0.0216849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002520203,"about_ca_system_score_gemma":0.002445901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01938264,"about_ca_topic_score_gemma":0.002976101,"domain_scores_codex":[0.9746628,0.0148838,0.00115652,0.004110734,0.003332721,0.001853367],"domain_scores_gemma":[0.9784154,0.004479169,0.001963085,0.01183335,0.002098653,0.001210292],"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":[0.001162748,0.0006958522,0.00001192758,0.0004095924,0.00175805,0.003554871,0.004559515,9.506486e-7,0.0003086357,0.00006321932,0.9874533,0.00002137636],"study_design_scores_gemma":[0.00173059,0.0004014478,0.00007549908,0.0004140839,0.0008962692,0.000104186,0.01808344,0.00002602736,0.00009400835,0.000045782,0.9761653,0.001963393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004398324,0.0003226389,0.00005260329,0.0001333166,0.003659879,0.001169661,0.9912167,0.0005031883,0.002502199],"genre_scores_gemma":[0.00002750352,0.0002914905,0.001035328,0.00007096094,0.001998862,0.000005147248,0.9843994,0.0002245074,0.01194679],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02059647,"threshold_uncertainty_score":0.9998247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2040768667789147,"score_gpt":0.411968751753003,"score_spread":0.2078918849740882,"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."}}