{"id":"W2042172327","doi":"10.1016/j.cub.2014.11.035","title":"Philosophy, who needs it?","year":2015,"lang":"en","type":"article","venue":"Current Biology","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Epistemology; Biology; Subject (documents); Function (biology); Environmental ethics; Philosophy; Genetics; Computer science; Library 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":[0.02218889,0.0003902644,0.001279565,0.001894449,0.007083102,0.0135734,0.001495724,0.009019627,0.01775125],"category_scores_gemma":[0.02887068,0.0005210504,0.0006493875,0.001854186,0.03457795,0.02736048,0.005772146,0.01656673,0.0050943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009582,"about_ca_system_score_gemma":0.02775477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005553613,"about_ca_topic_score_gemma":0.01025898,"domain_scores_codex":[0.9910471,0.005157378,0.0002649603,0.0006757106,0.001816973,0.001037843],"domain_scores_gemma":[0.9676379,0.0135239,0.001384873,0.001488739,0.006595608,0.009368963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005255362,0.0001655719,0.003676323,0.0007278754,0.00006925082,0.000178031,0.01364416,0.00009854838,0.0003640045,0.5550188,0.3390986,0.08690639],"study_design_scores_gemma":[0.00002589542,0.00002809873,0.001895182,0.001212082,0.00002861263,0.000204887,0.01767305,0.000126149,0.0001198092,0.3838407,0.5948151,0.00003040887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001777181,0.02547409,0.00143663,0.9317958,0.003243018,0.000007990265,0.00003983167,0.00003723393,0.03618819],"genre_scores_gemma":[0.2936072,0.08553153,0.006495006,0.542805,0.01783301,0.0001378212,0.0002260706,0.0002963273,0.05306813],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02218889,"threshold_uncertainty_score":0.1173475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2565279090413644,"score_gpt":0.3121979728530501,"score_spread":0.05567006381168565,"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."}}