{"id":"W2081852211","doi":"10.1017/s0140525x06239086","title":"Vertical/compatible integration versus analogizing with biology","year":2006,"lang":"en","type":"article","venue":"Behavioral and Brain Sciences","topic":"Categorization, perception, and language","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sociocultural evolution; Odds; Epistemology; Sociology; Computer science; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001693348,0.0000798887,0.00008682418,0.00008560807,0.0002209318,0.00006192667,0.00008465134,0.00005069678,0.0005623397],"category_scores_gemma":[0.000006583667,0.00005242938,0.00001657631,0.0003058309,0.0004459003,0.0001275496,0.00001204713,0.00004866546,0.00002030736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001097217,"about_ca_system_score_gemma":0.00001932875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004982791,"about_ca_topic_score_gemma":0.003601569,"domain_scores_codex":[0.9993141,0.00004942318,0.0001152573,0.0002535312,0.0000879755,0.0001797046],"domain_scores_gemma":[0.9997827,0.00005269057,0.00002513436,0.00007682062,0.00002891002,0.00003372604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001686209,0.0003374731,0.768684,0.000003458068,0.000006720081,0.00001053878,0.004017369,0.0000104198,0.02896182,0.1502833,0.002372272,0.04514409],"study_design_scores_gemma":[0.0009905692,0.001239153,0.9891324,0.000008244551,0.00002945922,0.00001828825,0.004949281,0.0001000633,0.0004485875,0.001074064,0.00178412,0.0002257645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925505,0.00010367,0.001491303,0.0002822024,0.000248963,0.00007270844,0.000004166064,0.00004756339,0.005198933],"genre_scores_gemma":[0.9989601,0.00000201867,0.0004027339,0.00007154411,0.00009962853,0.000009862528,0.0000397998,0.000003473109,0.0004108603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2204484,"threshold_uncertainty_score":0.7532522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06985068730335742,"score_gpt":0.3822527345301537,"score_spread":0.3124020472267963,"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."}}