{"id":"W6910947499","doi":"10.5064/f6buax58/wfltww","title":"Burke_EDI_NENA.MA004.ResearcherSurvey.2017.09.24.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":[0.006871564,0.0008727092,0.0009473076,0.002890839,0.001565506,0.003070915,0.001577534,0.00112833,0.8396696],"category_scores_gemma":[0.03185042,0.0008865791,0.0004523305,0.003961982,0.0005437857,0.003078962,0.003066046,0.001319285,0.6743491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399231,"about_ca_system_score_gemma":0.002415808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009531466,"about_ca_topic_score_gemma":0.0109996,"domain_scores_codex":[0.9966972,0.00170627,0.0001641133,0.0003249521,0.0007903769,0.0003171967],"domain_scores_gemma":[0.982586,0.00654582,0.0006847417,0.003019066,0.005786408,0.001377945],"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":[0.00006257117,0.00006595088,0.0004680714,0.0002014714,0.000004096864,0.000009816822,0.0002492162,0.00001856012,0.0000565587,0.00132267,0.9392232,0.05831768],"study_design_scores_gemma":[0.00003942475,0.00004203865,0.003091524,0.0002934884,0.000003478245,0.00001848206,0.0004558551,0.0001102798,0.0001677987,0.0009532141,0.9948107,0.00001359621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.003778093,0.0006577624,0.007338913,0.005408323,0.001148839,0.003217967,0.2280305,0.02680803,0.7236116],"genre_scores_gemma":[0.03131634,0.001322874,0.01228082,0.00388935,0.0003819339,0.01902246,0.1127978,0.01498208,0.8040064],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8396696,"threshold_uncertainty_score":0.2286918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2239727169013363,"score_gpt":0.4175785178581453,"score_spread":0.1936058009568089,"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."}}