{"id":"W2269573663","doi":"10.1098/rspb.2015.2812","title":"<i>Proceedings B</i> 2015: the year in review","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Receipt; Pace; Privilege (computing); Publication; Subject (documents); Publishing; Reputation; Library science; History; Editorial board; Political science; Public relations; Operations research; Media studies; Sociology; Law; Computer science; World Wide Web; Engineering; 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":[0.01810792,0.001903802,0.003222878,0.005945416,0.003839019,0.02738425,0.004006275,0.007160571,0.1032028],"category_scores_gemma":[0.06199694,0.001190544,0.002307218,0.00427739,0.002942004,0.008943195,0.005304669,0.008976245,0.08279593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008264431,"about_ca_system_score_gemma":0.0164673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002575786,"about_ca_topic_score_gemma":0.004357358,"domain_scores_codex":[0.9844723,0.002233286,0.00180081,0.001346161,0.008793726,0.001353632],"domain_scores_gemma":[0.9131619,0.007256817,0.007455853,0.002953619,0.04659874,0.02257301],"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":[0.00005420462,0.00001320335,0.00007457913,0.00157056,0.0000222702,0.00005639404,0.00002572428,0.00002894778,0.0002741572,0.0010726,0.9723282,0.02447922],"study_design_scores_gemma":[0.00002115572,0.00006316557,0.0006088572,0.002379544,0.00001918065,0.0001170157,0.0000671534,0.00003469251,0.0001171099,0.0009207398,0.9956238,0.00002758821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.0004307046,0.074146,0.001170165,0.0438701,0.8497764,0.0004273394,0.001353409,0.0008271433,0.02799866],"genre_scores_gemma":[0.009761635,0.1904352,0.003437603,0.1104043,0.5144553,0.001812291,0.007569882,0.002992005,0.1591319],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1032028,"threshold_uncertainty_score":0.3452479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214734930822751,"score_gpt":0.3944199963361724,"score_spread":0.2729465032538973,"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."}}