{"id":"W6892174723","doi":"10.5064/f6buax58/fm7euv","title":"Burke_EDI_NENA.QC005.ResearcherSurvey.2017.09.22.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; 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":[0.01067154,0.00177143,0.001958272,0.002136314,0.002014606,0.0005140325,0.01295371,0.001708379,0.001261534],"category_scores_gemma":[0.005036051,0.001997893,0.0004898388,0.002001911,0.004638602,0.003529382,0.009568401,0.003590097,0.02084909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002788227,"about_ca_system_score_gemma":0.002640579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01966464,"about_ca_topic_score_gemma":0.002768756,"domain_scores_codex":[0.9727761,0.01592166,0.001271997,0.004402178,0.003605067,0.00202306],"domain_scores_gemma":[0.9769086,0.004947155,0.002141546,0.01239916,0.002271252,0.001332314],"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":[0.00127921,0.0007700681,0.00001341582,0.0004605071,0.001999665,0.003313203,0.004178564,0.000001243681,0.0003651321,0.00007765579,0.9875121,0.00002920017],"study_design_scores_gemma":[0.001941221,0.0004336282,0.000098415,0.0004800454,0.0009696584,0.0001027064,0.02002889,0.00003393062,0.00009799923,0.00004960876,0.9736301,0.002133769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005082231,0.0003530199,0.00006588581,0.0001258094,0.002969044,0.001288326,0.9903896,0.0005393152,0.003760712],"genre_scores_gemma":[0.00003723696,0.0003256614,0.001041028,0.00007740556,0.002209369,0.00000596469,0.983662,0.0002479678,0.01239336],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01958755,"threshold_uncertainty_score":0.9996514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1914468698656471,"score_gpt":0.4175444253111429,"score_spread":0.2260975554454958,"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."}}