{"id":"W6966882509","doi":"10.5064/f6buax58/smfmoi","title":"Burke_EDI_NENA.NH003.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; 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","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.01014397,0.001786105,0.001964226,0.002117212,0.002017351,0.0005219018,0.01292548,0.001676272,0.001190158],"category_scores_gemma":[0.005004152,0.002012929,0.0004773345,0.002214421,0.004523659,0.003562317,0.009734537,0.003742077,0.02286298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002851236,"about_ca_system_score_gemma":0.00279154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01965246,"about_ca_topic_score_gemma":0.003292727,"domain_scores_codex":[0.972841,0.01582268,0.001278154,0.004424282,0.003598787,0.002035056],"domain_scores_gemma":[0.977083,0.00460874,0.00215508,0.01242343,0.002396615,0.001333124],"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":[0.001271035,0.0007528891,0.00001432513,0.0004545106,0.001936215,0.00353472,0.004945686,0.000001191626,0.0003371958,0.00007734833,0.9866511,0.00002376542],"study_design_scores_gemma":[0.001921036,0.000439836,0.00008608139,0.0004572276,0.0009906066,0.0001080847,0.01971149,0.00003246925,0.0001039904,0.00004675927,0.97395,0.002152408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004887542,0.0003635949,0.00006138699,0.0001402664,0.004014957,0.001296206,0.9903902,0.0005525043,0.002692143],"genre_scores_gemma":[0.00003021112,0.0003410416,0.00117267,0.00008188085,0.002150798,0.000006182097,0.9831972,0.0002523651,0.01276768],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02167282,"threshold_uncertainty_score":0.9997229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.200823052098011,"score_gpt":0.4105045110446057,"score_spread":0.2096814589465946,"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."}}