{"id":"W7099016681","doi":"","title":"STUDY PROTOCOL Open Access Determining research knowledge infrastructure","year":2013,"lang":"en","type":"article","venue":"","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Sample (material); Primary health care; Protocol (science); Data collection; Health services research; Qualitative research; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.1457738,0.003110064,0.006954766,0.01515502,0.006558795,0.00820213,0.006352379,0.009753985,0.2802308],"category_scores_gemma":[0.1958111,0.004489066,0.004213294,0.0120748,0.005258647,0.006655371,0.006595678,0.006627264,0.04995916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01192292,"about_ca_system_score_gemma":0.09243091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009993704,"about_ca_topic_score_gemma":0.01019935,"domain_scores_codex":[0.9200938,0.0375158,0.02231787,0.00731137,0.008724591,0.004036549],"domain_scores_gemma":[0.7545155,0.08039179,0.0196518,0.05064722,0.08385235,0.01094138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0306446,0.004150395,0.007016277,0.143295,0.0007870026,0.002656174,0.01841558,0.002946421,0.002873693,0.08382931,0.3217926,0.3815929],"study_design_scores_gemma":[0.03175131,0.003452107,0.01177033,0.0887986,0.0006339054,0.0005152162,0.0119304,0.003228758,0.002851076,0.02882941,0.8157085,0.0005304108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009410972,0.0002143567,0.006000691,0.0005223138,0.0005018089,0.9744413,0.009275666,0.0001886163,0.007914098],"genre_scores_gemma":[0.001200711,0.0001053771,0.006813182,0.0002357465,0.00004006472,0.9894267,0.0007894699,0.00002838791,0.001360466],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9917979,"threshold_uncertainty_score":0.9374655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2877303657605417,"score_gpt":0.4749454449427358,"score_spread":0.1872150791821941,"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."}}