{"id":"W2285047241","doi":"10.5489/cuaj.3503","title":"A rewarding journey","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Urological Association","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01554312,0.001479353,0.001503505,0.002272299,0.01209364,0.02290067,0.003015992,0.01163156,0.0862466],"category_scores_gemma":[0.0662939,0.0007188055,0.001377604,0.001603071,0.00734649,0.01668924,0.01182454,0.02352286,0.06208827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006591046,"about_ca_system_score_gemma":0.03423877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00734493,"about_ca_topic_score_gemma":0.01462996,"domain_scores_codex":[0.9834566,0.004218751,0.0007145124,0.001912602,0.006938263,0.002759378],"domain_scores_gemma":[0.8994559,0.009072117,0.002154699,0.004904697,0.03185739,0.05255525],"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":[0.00001551887,0.00003200859,0.0001280939,0.00008204215,0.00000790016,0.0001424176,0.000466322,0.00002652537,0.000119801,0.01025774,0.9644038,0.02431789],"study_design_scores_gemma":[0.000005287904,0.00001298292,0.0001292519,0.0002488176,0.000003031553,0.0002393356,0.0008293423,0.00002211001,0.00003250271,0.005744973,0.9927183,0.000014083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008767907,0.02249236,0.002770711,0.8102261,0.1197621,0.00005779059,0.0002950375,0.000535494,0.04298361],"genre_scores_gemma":[0.02491724,0.03519396,0.01441872,0.5267071,0.09980332,0.0002051531,0.0009170882,0.001339456,0.2964979],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0862466,"threshold_uncertainty_score":0.2885237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07298822039602705,"score_gpt":0.2057328024972665,"score_spread":0.1327445821012395,"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."}}