{"id":"W6929860526","doi":"10.5064/f6buax58/chpqqd","title":"Burke_EDI_NENA.MA003.ResearcherSurvey.2017.09.24.pdf","year":2018,"lang":"en","type":"dataset","venue":"Syracuse University Qualitative Data Repository","topic":"Viral Infectious Diseases and Gene Expression in Insects","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01168992,0.0008538899,0.0009670381,0.003113732,0.001625253,0.003941449,0.001548504,0.001072031,0.6778683],"category_scores_gemma":[0.04862504,0.0009587776,0.0004685855,0.004508885,0.0006170474,0.003265494,0.003789379,0.00145932,0.4845349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559867,"about_ca_system_score_gemma":0.003556392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007516182,"about_ca_topic_score_gemma":0.009372819,"domain_scores_codex":[0.9936426,0.003673183,0.0003653447,0.0004185697,0.001429688,0.0004706021],"domain_scores_gemma":[0.9652592,0.01385693,0.001526656,0.005760693,0.01164559,0.0019511],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007642077,0.00009232824,0.0009872776,0.0003513624,0.000007326112,0.00001519931,0.0005501214,0.0000255433,0.00009820747,0.002040184,0.9277257,0.06803036],"study_design_scores_gemma":[0.0000375305,0.00005104897,0.003723237,0.0004716403,0.0000050167,0.00002040214,0.0008420246,0.00009905157,0.000288731,0.001152437,0.9932894,0.00001946476],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.00729775,0.001125913,0.01113534,0.007958653,0.001750391,0.006068698,0.3195044,0.02306918,0.6220896],"genre_scores_gemma":[0.06088139,0.002890886,0.0302381,0.006769075,0.0006490184,0.04880028,0.1907179,0.01459026,0.6444631],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9883101,"threshold_uncertainty_score":0.4594817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07323716487427326,"score_gpt":0.3693208276691775,"score_spread":0.2960836627949043,"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."}}