{"id":"W6967124546","doi":"10.5064/f6buax58/0llgfw","title":"Burke_EDI_NENA.NH003.ResearcherSurvey.2017.09.24.pdf","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":[0.01119276,0.0007671608,0.0009031795,0.002560803,0.001579363,0.003177926,0.001541092,0.0009722641,0.7058156],"category_scores_gemma":[0.0407463,0.000877768,0.0004274588,0.004112522,0.000572835,0.002949673,0.003650965,0.001364357,0.4789633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001641491,"about_ca_system_score_gemma":0.003960306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118137,"about_ca_topic_score_gemma":0.01520811,"domain_scores_codex":[0.9948139,0.002888011,0.0003158935,0.0003546898,0.001199164,0.0004282778],"domain_scores_gemma":[0.9683985,0.01301962,0.00119872,0.004686487,0.01090636,0.001790259],"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":[0.00007149329,0.00008695685,0.0008340381,0.0003410442,0.000005406969,0.00001311512,0.0004589398,0.0000208408,0.00007486511,0.001498987,0.9432564,0.05333801],"study_design_scores_gemma":[0.00004636597,0.00004762879,0.004190996,0.0004843319,0.000004731074,0.00001833445,0.0009976138,0.00009854863,0.0002691485,0.001000819,0.9928219,0.00001959129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.005670887,0.0006595479,0.007432261,0.005598946,0.001479458,0.005951232,0.3593184,0.01426133,0.5996279],"genre_scores_gemma":[0.04628477,0.002210732,0.02261543,0.00674441,0.0005247998,0.04902203,0.220169,0.01075159,0.6416773],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.7058156,"threshold_uncertainty_score":0.4196183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1972032496117208,"score_gpt":0.4085494857676973,"score_spread":0.2113462361559765,"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."}}