{"id":"W6892127542","doi":"10.5064/f6buax58/lvfkjq","title":"Burke_EDI_NENA.QC005.ResearcherSurvey.2017.09.22.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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01279614,0.0009559746,0.001034551,0.003152179,0.002478864,0.004345316,0.002052609,0.001117137,0.7663203],"category_scores_gemma":[0.06716706,0.001153927,0.0006272281,0.005289421,0.0008688747,0.002139585,0.002786094,0.001759073,0.3900971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004830693,"about_ca_system_score_gemma":0.01085286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09821489,"about_ca_topic_score_gemma":0.108006,"domain_scores_codex":[0.9949568,0.002216335,0.0003115528,0.0003419917,0.001573813,0.0005995226],"domain_scores_gemma":[0.9344897,0.02407508,0.001885741,0.00643051,0.0301604,0.002958467],"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":[0.00003727942,0.00003486971,0.0003847895,0.00020677,0.000002824863,0.000005961068,0.0002102961,0.0000231345,0.00002523835,0.0007055062,0.9845126,0.01385054],"study_design_scores_gemma":[0.0001325855,0.00004373607,0.005948401,0.0005188473,0.000004509401,0.00001074644,0.001030801,0.0001447988,0.0002115425,0.001020969,0.9909045,0.00002866734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002749433,0.0002327243,0.004117936,0.004087938,0.00128789,0.008071251,0.8000442,0.01099949,0.1684092],"genre_scores_gemma":[0.03110374,0.0008959337,0.01893504,0.00600189,0.0005667103,0.0894126,0.4029849,0.01503724,0.4350619],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7663203,"threshold_uncertainty_score":0.3333157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1736699420561729,"score_gpt":0.4110897699468774,"score_spread":0.2374198278907045,"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."}}