{"id":"W2010372659","doi":"10.1111/j.1752-4571.2009.00109.x","title":"The Tangled Bank: an introduction to evolution","year":2009,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Biology; Ecology; Evolutionary biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002130401,0.0001067927,0.0000728315,0.0000203713,0.001042301,0.00002412097,0.0003217967,0.00003283455,0.0006557611],"category_scores_gemma":[0.00003896564,0.00008753963,0.00003835166,0.000604903,0.00009622097,0.0002389654,0.0001300455,0.00008982031,0.001824624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004776538,"about_ca_system_score_gemma":0.00001102251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001999464,"about_ca_topic_score_gemma":0.0004177364,"domain_scores_codex":[0.9989036,0.00004759095,0.0001867418,0.0003667529,0.0002529755,0.0002423189],"domain_scores_gemma":[0.9992631,0.00002920544,0.00005177797,0.0005175791,0.000025998,0.000112326],"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":[0.00005918929,0.0004750236,0.01230056,0.000002663693,0.00001525823,5.053145e-7,0.0001122502,0.003088034,0.004638242,0.3112058,0.4546951,0.2134074],"study_design_scores_gemma":[0.0000365138,0.00006748369,0.4420675,4.326318e-7,0.000005534364,0.000004419751,0.0000246521,0.0003686719,0.00001013131,0.009362319,0.5479783,0.00007398228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1872013,0.002718807,0.207383,0.3778955,0.0008248248,0.009515209,0.00007260502,0.001633838,0.2127549],"genre_scores_gemma":[0.9901248,0.00005997542,0.005176461,0.0008026356,0.0008704813,0.000585375,0.00003189145,0.000009854912,0.002338571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8029234,"threshold_uncertainty_score":0.9989526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007158224062227101,"score_gpt":0.2351680205127399,"score_spread":0.2280097964505128,"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."}}