{"id":"W7162115794","doi":"10.82308/32773","title":"(Genre) Systems view of research funding success","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Proposition; ESPACE; Perspective (graphical)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01412082,0.0006891185,0.0007071714,0.01188214,0.004955539,0.02453621,0.002166103,0.003529744,0.03669626],"category_scores_gemma":[0.03869016,0.0005618511,0.0008744164,0.01059822,0.01427964,0.01664642,0.009536649,0.002153281,0.004918194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01551989,"about_ca_system_score_gemma":0.01258696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210668,"about_ca_topic_score_gemma":0.007149119,"domain_scores_codex":[0.9824464,0.00879386,0.001217226,0.001889792,0.004342543,0.001310105],"domain_scores_gemma":[0.9695813,0.01633005,0.003738927,0.002570546,0.004976926,0.002802381],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001872953,0.00001941714,0.003080434,0.0002190867,0.00002314483,0.0001241608,0.005890904,0.0007607825,0.0002331114,0.9645429,0.003601589,0.02148576],"study_design_scores_gemma":[0.00005210618,0.0001456851,0.006672168,0.0005639201,0.00007086176,0.000484982,0.0105678,0.00409084,0.0006752787,0.6612708,0.3153498,0.00005578162],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04453491,0.005802551,0.07269464,0.04223775,0.0006051984,0.0003054203,0.0005734709,0.0004915838,0.8327546],"genre_scores_gemma":[0.8898324,0.004767053,0.02547248,0.001447267,0.0006873478,0.0005787395,0.0004322828,0.0002235784,0.07655874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9858792,"threshold_uncertainty_score":0.1227612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6840729867327847,"score_gpt":0.7018237028105266,"score_spread":0.01775071607774192,"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."}}