{"id":"W3153100621","doi":"10.7202/1076232ar","title":"Culture, Politics and Biology from a Biosemiotic Perspective","year":2021,"lang":"en","type":"article","venue":"Recherches sémiotiques","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosemiotics; Semiotics; Epistemology; Perspective (graphical); Politics; Sociology; Focus (optics); Human science; Political philosophy; Cognitive science; Psychology; Political science; Philosophy; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110649,0.0001322903,0.0001995217,0.0000258586,0.00007514967,0.00004158358,0.00006691318,0.0001094385,0.0001638539],"category_scores_gemma":[0.0000680833,0.0001180003,0.00007234873,0.00009347897,0.00008548124,0.00007413427,0.00006366669,0.0002272318,0.00001890864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107962,"about_ca_system_score_gemma":0.0001413324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00496626,"about_ca_topic_score_gemma":0.00004671856,"domain_scores_codex":[0.9991389,0.0001932656,0.0001345795,0.0002847658,0.00003890103,0.0002095825],"domain_scores_gemma":[0.9993823,0.0001499571,0.00004467888,0.0001677335,0.0001541916,0.0001011067],"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":[0.000004074254,0.0001217021,0.1206725,0.000006794621,0.0001648353,0.00000223501,0.002212598,7.30599e-7,0.006656598,0.8665677,0.001772716,0.001817513],"study_design_scores_gemma":[0.0004447827,0.00007513784,0.01722539,0.0000478754,0.00006536829,0.000003345585,0.007040362,0.0002570751,0.03613231,0.8904207,0.04791038,0.000377318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8512744,0.006133795,0.01901627,0.004675602,0.0003603855,0.000180026,0.0005595424,0.000188672,0.1176113],"genre_scores_gemma":[0.9857956,0.000142574,0.0110786,0.0001611201,0.0005259605,0.000004257885,0.000070631,0.00001374094,0.002207559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1345212,"threshold_uncertainty_score":0.7507532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0963446062238307,"score_gpt":0.3784001199967983,"score_spread":0.2820555137729677,"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."}}