{"id":"W2416053921","doi":"10.1057/9780230510715_4","title":"New Materialism, Nonlinear Biology, and the Superabundance of Diversity","year":2004,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Materialism; Conformity; Diversity (politics); Similarity (geometry); Epistemology; Shadow (psychology); Agency (philosophy); Sociology; Social psychology; Psychology; Psychoanalysis; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001116234,0.0003676648,0.0003742684,0.00112584,0.002194084,0.004028453,0.0007610723,0.001295408,0.005299924],"category_scores_gemma":[0.00161626,0.0002210118,0.0004005061,0.001025683,0.01922992,0.005764082,0.002507601,0.002736182,0.000773281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003580292,"about_ca_system_score_gemma":0.001421617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272998,"about_ca_topic_score_gemma":0.002291934,"domain_scores_codex":[0.9993499,0.0002665476,0.00001800365,0.0001084408,0.0002021607,0.0000550176],"domain_scores_gemma":[0.9989992,0.0006509168,0.00005042616,0.0001610188,0.00007690318,0.00006159845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001996468,0.000002472033,0.00003834714,0.00002362474,0.000001439062,0.00001519757,0.0006261859,0.0002175003,0.00004786791,0.9924747,0.001811608,0.004739089],"study_design_scores_gemma":[0.000002669667,0.000003893511,0.0001176305,0.00004400599,0.000001323251,0.00005732773,0.0001850165,0.0003227525,0.00005979526,0.9179461,0.08125542,0.00000401424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01273117,0.03823451,0.03699511,0.02235158,0.0008428945,0.00002848815,0.00005080786,0.00009366713,0.8886718],"genre_scores_gemma":[0.7017124,0.03379232,0.02362902,0.00547064,0.001930881,0.0001958528,0.0001125452,0.0001822187,0.2329741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9978059,"threshold_uncertainty_score":0.0259769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03926045256150112,"score_gpt":0.2225397744372743,"score_spread":0.1832793218757732,"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."}}