{"id":"W4211091172","doi":"10.1017/cbo9780511807381","title":"Genes and the Agents of Life","year":2004,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Evolution and Science Education","field":"Arts and Humanities","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Appeal; Biological sciences; Parallels; Natural selection; Natural science; Pluralism (philosophy); Biology; Natural (archaeology); Cognitive science; Evolutionary biology; Epistemology; Sociology; Selection (genetic algorithm); Psychology; Philosophy; Computational biology; Political science; Computer 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":[0.0007755458,0.0003928643,0.000336688,0.0006690205,0.001529686,0.00543291,0.0005649132,0.001413133,0.007578338],"category_scores_gemma":[0.001707774,0.0002113771,0.0002337555,0.0007843031,0.0120747,0.004794919,0.001377216,0.002544465,0.00250816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003433961,"about_ca_system_score_gemma":0.001943537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260711,"about_ca_topic_score_gemma":0.002645431,"domain_scores_codex":[0.9993742,0.0002724182,0.00001489483,0.00008394819,0.0001945992,0.00005995246],"domain_scores_gemma":[0.9994547,0.0003200189,0.00003656349,0.00006573688,0.00006971697,0.00005332249],"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":[0.000003174912,0.000002639656,0.00006240086,0.00001555161,0.000001297998,0.00002361453,0.001228238,0.00008202415,0.00006696002,0.9780115,0.01258342,0.007919079],"study_design_scores_gemma":[0.000004039471,0.000005852857,0.000190197,0.00009152371,0.000002523125,0.00007166507,0.0006216912,0.00009107321,0.00007454192,0.4146698,0.5841725,0.000004624594],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005328151,0.04018922,0.005045253,0.02249179,0.001082484,0.00002562754,0.00007577499,0.00008400681,0.9256777],"genre_scores_gemma":[0.2482103,0.03551152,0.01032643,0.009553759,0.001477433,0.0001398865,0.000180445,0.000139719,0.6944605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007578338,"threshold_uncertainty_score":0.02535206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04282546785170465,"score_gpt":0.2008340041947501,"score_spread":0.1580085363430455,"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."}}