{"id":"W2057222017","doi":"10.1038/nj7270-237b","title":"Nice to be appreciated","year":2009,"lang":"en","type":"article","venue":"Nature","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Nice; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.005694689,0.001494905,0.002030428,0.001192989,0.003778702,0.008167907,0.002042456,0.006531748,0.1652683],"category_scores_gemma":[0.04143908,0.0005945674,0.001594262,0.0005320125,0.002243157,0.004611918,0.004844985,0.0159412,0.1565347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001969079,"about_ca_system_score_gemma":0.007286573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004674877,"about_ca_topic_score_gemma":0.0118527,"domain_scores_codex":[0.9942245,0.001190199,0.0001998619,0.0007216992,0.003089056,0.0005748071],"domain_scores_gemma":[0.9455919,0.003549161,0.001154834,0.001946694,0.02953414,0.01822319],"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":[0.00002387007,0.00001186951,0.00009259518,0.00002911359,0.0000056177,0.0001162283,0.00005103205,0.0000163313,0.0000949296,0.001435961,0.9880198,0.01010273],"study_design_scores_gemma":[0.00001965839,0.00001857569,0.0002727381,0.00008336759,0.000005072669,0.0003908389,0.0002279305,0.00004375715,0.00004309939,0.001064923,0.9978139,0.00001616367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005092992,0.008660257,0.00184487,0.5684389,0.3521259,0.0001362253,0.0003047994,0.0008313759,0.06714845],"genre_scores_gemma":[0.003798336,0.004238265,0.0023536,0.335032,0.07184007,0.0001760057,0.0003009724,0.0005730554,0.5816877],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1652683,"threshold_uncertainty_score":0.5528775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222522539369899,"score_gpt":0.3769065708615733,"score_spread":0.3546813454678743,"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."}}