{"id":"W2335011111","doi":"10.1108/09504120910935327","title":"NextBio","year":2009,"lang":"en","type":"article","venue":"Reference Reviews","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005122425,0.002606031,0.001906426,0.003051214,0.00132869,0.003580974,0.002590516,0.002372859,0.7559038],"category_scores_gemma":[0.00103717,0.0009934098,0.001324608,0.001463286,0.0004874005,0.001916298,0.001745091,0.002551,0.7029588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007360304,"about_ca_system_score_gemma":0.001227674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869107,"about_ca_topic_score_gemma":0.003532404,"domain_scores_codex":[0.9995875,0.00003567396,0.00001535132,0.00008458311,0.0002176537,0.00005924115],"domain_scores_gemma":[0.9995701,0.00005307071,0.00002995197,0.00008781983,0.0001272989,0.0001318666],"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":[0.0002143318,0.000124719,0.00006457503,0.001134007,0.00002990529,0.0000922265,0.000022539,0.00008696684,0.01211391,0.002668907,0.7752228,0.2082251],"study_design_scores_gemma":[0.00002424238,0.00003035709,0.0001420132,0.00009040907,0.00001912543,0.00007691798,0.000008529115,0.00004790041,0.002672248,0.0005995957,0.9962808,0.000007844989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008688231,0.02772293,0.003846142,0.00230813,0.009932952,0.0003047014,0.008079153,0.007368191,0.939569],"genre_scores_gemma":[0.002267982,0.008095784,0.001999368,0.001321009,0.0007860319,0.00009598064,0.007265829,0.0008560978,0.9773119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2440962,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1833422134421314,"score_gpt":0.379687591447805,"score_spread":0.1963453780056736,"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."}}