{"id":"W2313487733","doi":"10.1097/01.cot.0000292680.67766.54","title":"The Research Conundrum","year":2002,"lang":"en","type":"article","venue":"Oncology Times","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.02986254,0.00129439,0.001129248,0.002575911,0.008178637,0.01842784,0.003492859,0.01382362,0.08018214],"category_scores_gemma":[0.05266559,0.0007683457,0.001114784,0.003076779,0.01219923,0.01483409,0.008009254,0.02079089,0.03033963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01316886,"about_ca_system_score_gemma":0.05391433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02221086,"about_ca_topic_score_gemma":0.02083456,"domain_scores_codex":[0.9818422,0.006539776,0.0008638364,0.00354765,0.005179453,0.002027143],"domain_scores_gemma":[0.9656963,0.009013046,0.0008163575,0.00614433,0.01143927,0.006890773],"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":[0.00002345505,0.00002768587,0.0001890499,0.00007023659,0.000009460361,0.00004287891,0.000288195,0.00002438651,0.00005684711,0.1175615,0.8536637,0.0280425],"study_design_scores_gemma":[0.000009463072,0.000008498539,0.0001148964,0.0002616562,0.000004408046,0.00002810675,0.0004380127,0.00002289124,0.00004306654,0.01659448,0.9824667,0.000007890076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004854469,0.008844011,0.0009394717,0.8432699,0.02638358,0.00005454605,0.0004755888,0.0001370954,0.1194103],"genre_scores_gemma":[0.02382891,0.01476411,0.00285153,0.6771663,0.01387232,0.0004283338,0.0009061891,0.0003429181,0.2658393],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08018214,"threshold_uncertainty_score":0.268236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2548115009494694,"score_gpt":0.4562984297287589,"score_spread":0.2014869287792896,"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."}}