{"id":"W6892242458","doi":"10.5064/f6buax58/mfxfeb","title":"Burke_EDI_NENA.QC003.ResearcherSurvey.2017.09.21.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":[],"category_scores_codex":[0.009537731,0.0008789243,0.001089253,0.002515776,0.002440216,0.003904775,0.002064461,0.001121994,0.8370222],"category_scores_gemma":[0.04027665,0.0009467982,0.0005133469,0.004509829,0.0008097671,0.002047027,0.003065236,0.001456646,0.5414394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004381706,"about_ca_system_score_gemma":0.009266748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1487627,"about_ca_topic_score_gemma":0.1565696,"domain_scores_codex":[0.9949653,0.002115468,0.000189646,0.0004589396,0.001741225,0.0005295237],"domain_scores_gemma":[0.9725585,0.007518811,0.0007296032,0.003845613,0.01327479,0.002072656],"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":[0.00005885951,0.00005498116,0.0004887797,0.0001711157,0.000003592101,0.000008560053,0.0002412419,0.00002849049,0.00005083879,0.001373129,0.9527295,0.04479085],"study_design_scores_gemma":[0.00005061663,0.00002787298,0.003830755,0.0003082841,0.000003007343,0.00001169894,0.0004602407,0.0001548288,0.0001382216,0.0007201429,0.9942784,0.00001572389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.002759343,0.0005035573,0.006313734,0.005273939,0.00109822,0.003705523,0.2761387,0.01702699,0.68718],"genre_scores_gemma":[0.02776703,0.0009191929,0.01236529,0.003411404,0.0002257551,0.0144155,0.1127137,0.01408974,0.8140925],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8370222,"threshold_uncertainty_score":0.2957936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1983808439547169,"score_gpt":0.4165299241754186,"score_spread":0.2181490802207018,"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."}}