{"id":"W1502281505","doi":"","title":"Editorial: Health and Life Sciences (November 2008)","year":2008,"lang":"en","type":"editorial","venue":"˜The œopen source business resource","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01374162,0.006486364,0.007439502,0.009041266,0.005470608,0.01398943,0.00556317,0.02227086,0.02792018],"category_scores_gemma":[0.04204148,0.002162076,0.00411819,0.003666939,0.00379458,0.005872917,0.002914719,0.02492739,0.0233793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004530988,"about_ca_system_score_gemma":0.004093148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484998,"about_ca_topic_score_gemma":0.008479797,"domain_scores_codex":[0.9904051,0.002116205,0.00107821,0.0009184262,0.004882824,0.0005991345],"domain_scores_gemma":[0.9655563,0.01183558,0.002309906,0.001091774,0.01374652,0.005459894],"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":[0.00004200279,0.00001339175,0.00001421351,0.000144077,0.00001762256,0.00005816369,0.000005565375,0.00001462993,0.00002285826,0.0001322145,0.9963821,0.003153155],"study_design_scores_gemma":[0.000185129,0.00004264413,0.0003509853,0.0006565294,0.0001502755,0.0001837903,0.00004389717,0.0001999387,0.0001118486,0.001372925,0.9966726,0.00002951679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001412336,0.002350945,0.00009417284,0.02059367,0.9754949,0.00002435109,0.00004389491,0.00005050241,0.001333498],"genre_scores_gemma":[0.000270188,0.002699409,0.0001336122,0.01961398,0.9639302,0.00004195337,0.00005556011,0.00004419212,0.01321087],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02792018,"threshold_uncertainty_score":0.09340233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03595012584958277,"score_gpt":0.3463943066529835,"score_spread":0.3104441808034007,"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."}}