{"id":"W6892178587","doi":"10.5064/f6buax58/mgyw2m","title":"Burke_EDI_NENA.ON002.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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006153878,0.0009832967,0.001055885,0.002421771,0.001353143,0.003385453,0.00160037,0.001021124,0.8720953],"category_scores_gemma":[0.01939424,0.0008101526,0.000476176,0.003333723,0.0005698926,0.002872289,0.003607948,0.001270494,0.7124953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534258,"about_ca_system_score_gemma":0.00241927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008817412,"about_ca_topic_score_gemma":0.01145013,"domain_scores_codex":[0.9972988,0.001270462,0.0001270382,0.0003145406,0.0006655492,0.0003236564],"domain_scores_gemma":[0.9890949,0.003826224,0.00043425,0.002200238,0.003308913,0.00113547],"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":[0.0001150633,0.0001115389,0.0007213817,0.000319975,0.000005908744,0.00001654426,0.0003264958,0.00002527924,0.00009817805,0.00174498,0.9073815,0.08913314],"study_design_scores_gemma":[0.00004399907,0.00004075751,0.003482396,0.0003885351,0.00000353272,0.00002039844,0.0004321889,0.00009517777,0.0001987735,0.0008668759,0.9944134,0.00001386099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.002801556,0.0004925682,0.004133433,0.002740236,0.0008820358,0.002328826,0.1638894,0.01480908,0.8079228],"genre_scores_gemma":[0.02875617,0.001356547,0.008034744,0.002693641,0.000284854,0.01230374,0.0942084,0.0118514,0.8405105],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1279047,"threshold_uncertainty_score":0.1824406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1957130686501971,"score_gpt":0.4179328701149259,"score_spread":0.2222198014647287,"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."}}