{"id":"W1668996645","doi":"10.1126/science.1155994","title":"Return to Natural History","year":2008,"lang":"en","type":"article","venue":"Science","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memoir; Natural (archaeology); Natural history; Environmental ethics; History; Art history; Sociology; Archaeology; Ecology; Philosophy; Biology","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":[0.0002170058,0.0000600639,0.00006091877,0.0001492762,0.00102235,0.00003046569,0.0005476129,0.00000703242,0.0008073522],"category_scores_gemma":[0.00005685535,0.00005076905,0.00002559372,0.00008947389,0.003661162,0.0006392868,0.00005734962,0.00008098056,0.0005506815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240494,"about_ca_system_score_gemma":0.0002244346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004047954,"about_ca_topic_score_gemma":0.00008097295,"domain_scores_codex":[0.999042,0.000005542118,0.00007808075,0.0002481517,0.0003966476,0.0002296172],"domain_scores_gemma":[0.9995565,0.000009466286,0.00002484363,0.0001818497,0.00009917156,0.0001281173],"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":[0.00001639241,0.00005987613,0.0001076734,0.000006515485,0.000001735572,0.0000421923,0.2179865,0.000003382841,0.02738268,0.6072189,0.1449143,0.002259856],"study_design_scores_gemma":[0.00003166636,0.00004437274,0.0006756982,0.000004572148,6.835785e-7,0.00001017754,0.000198043,0.00003118504,0.0002278302,0.001295563,0.997377,0.0001031979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.349632,0.0007021293,0.00000538804,0.001372752,0.005115602,0.00007631884,0.000002594446,0.00009995803,0.6429933],"genre_scores_gemma":[0.9609907,0.000002788016,0.000166336,0.00214297,0.0003146881,0.000002817651,1.840565e-7,0.000002554699,0.03637694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8524627,"threshold_uncertainty_score":0.9990503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07978747049765031,"score_gpt":0.2193772414544883,"score_spread":0.139589770956838,"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."}}