{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009018145,0.0008708913,0.001082595,0.002560945,0.002467718,0.003992792,0.002007607,0.001183874,0.8449226],"category_scores_gemma":[0.03866006,0.0009600455,0.0005200338,0.004547877,0.0008108736,0.002046089,0.003076755,0.001474506,0.5664965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004375196,"about_ca_system_score_gemma":0.009040634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1491085,"about_ca_topic_score_gemma":0.1540798,"domain_scores_codex":[0.9950647,0.001998178,0.0001882682,0.0004750004,0.001758642,0.0005152802],"domain_scores_gemma":[0.9729272,0.00738993,0.0007255726,0.0037677,0.01309233,0.002097413],"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":[0.0000560025,0.00005305711,0.0004555896,0.0001585501,0.000003429803,0.000008080345,0.0002134976,0.00002817616,0.00004833863,0.001342354,0.9556768,0.04195615],"study_design_scores_gemma":[0.00004889807,0.00002662462,0.003669101,0.0002851853,0.000002751011,0.00001116469,0.0004168163,0.000147405,0.0001351041,0.0006993936,0.9945419,0.00001559511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.002555774,0.000478017,0.005628623,0.005123111,0.001065996,0.003269729,0.2854543,0.01707476,0.6793497],"genre_scores_gemma":[0.02421759,0.0008407824,0.01084186,0.003205524,0.0002120293,0.01181698,0.1118769,0.0141024,0.822886],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1550774,"threshold_uncertainty_score":0.2964813,"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."}}