{"id":"W1519448687","doi":"10.1126/science.1123277","title":"The World Through Darwin's Lens","year":2006,"lang":"en","type":"article","venue":"Science","topic":"Evolution and Science Education","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Darwin (ADL); Natural history; Exhibition; Art history; Charles darwin; History; Environmental ethics; Art; Darwinism; Philosophy; Biology; Ecology; Evolutionary biology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004169971,0.0000364338,0.00002551313,0.00003796803,0.002230925,0.0004911881,0.0003222922,0.000003643074,0.0005931716],"category_scores_gemma":[0.000032652,0.00002134676,0.00001610705,0.0002017681,0.002222193,0.0007094055,0.00002406799,0.00004177484,0.0002592168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003403516,"about_ca_system_score_gemma":0.0001199971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001923945,"about_ca_topic_score_gemma":0.005136394,"domain_scores_codex":[0.9992995,0.000009195262,0.00007832234,0.0001310524,0.00027606,0.0002058487],"domain_scores_gemma":[0.9996684,0.00003815538,0.00002995705,0.0001561772,0.00009069016,0.00001660505],"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":[2.846886e-7,0.000008086807,0.0001577047,2.51501e-7,1.12352e-7,5.891414e-8,0.00230609,0.000003885266,0.0001453572,0.9700188,0.02688842,0.0004709596],"study_design_scores_gemma":[0.00001888322,0.000005375925,0.005475468,0.000002148218,6.397356e-7,3.879833e-7,0.001769416,0.00008180766,0.0002330957,0.02031535,0.9720557,0.00004167117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0390713,0.0001247428,0.00003353769,0.007267267,0.002168826,0.00005232093,0.000001155028,0.00004178378,0.951239],"genre_scores_gemma":[0.8887011,0.000003220989,0.00007624005,0.0003779649,0.0004253327,0.000003755229,3.738529e-7,0.000001407186,0.1104105],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9497035,"threshold_uncertainty_score":0.999068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04996660656361624,"score_gpt":0.2784743275722358,"score_spread":0.2285077210086196,"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."}}