{"id":"W6929834259","doi":"10.5064/f6buax58/o1ozku","title":"Burke_EDI_NENA.QC005.ResearcherSurvey.2017.09.22.pdf","year":2018,"lang":"en","type":"dataset","venue":"Syracuse University Qualitative Data Repository","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","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":[0.01410023,0.0008480214,0.001123787,0.002836305,0.002766133,0.005435843,0.002012428,0.001152165,0.7389223],"category_scores_gemma":[0.05417939,0.0009945347,0.0005402989,0.005480124,0.0009534614,0.002137639,0.003666386,0.00165277,0.4151328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005462167,"about_ca_system_score_gemma":0.01419868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1427836,"about_ca_topic_score_gemma":0.1509792,"domain_scores_codex":[0.9916574,0.003591572,0.0003648912,0.0006115325,0.003045283,0.0007293252],"domain_scores_gemma":[0.9461853,0.01495313,0.001548434,0.006759321,0.02728668,0.003267148],"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":[0.00005881576,0.00006571982,0.0007898571,0.0002358986,0.000004918576,0.00001068528,0.00036649,0.00003220659,0.00006420703,0.001859669,0.9532686,0.04324276],"study_design_scores_gemma":[0.00004905435,0.0000293437,0.004013636,0.0003997165,0.000003322539,0.00001040647,0.0006142118,0.0001191342,0.0001922881,0.0007210681,0.993827,0.00002086741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.003983638,0.0006823783,0.006302941,0.006570766,0.001447047,0.005417104,0.3695622,0.01335831,0.5926755],"genre_scores_gemma":[0.03940433,0.001601945,0.01966989,0.005210181,0.0003640219,0.02600901,0.1701602,0.01340779,0.7241727],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.2610777,"threshold_uncertainty_score":0.3723956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0887592009859635,"score_gpt":0.3845079533800924,"score_spread":0.2957487523941288,"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."}}