{"id":"W2809646189","doi":"10.1007/s12520-018-0667-x","title":"Characterizing the cultural evolutionary process from eco-cultural niche models: niche construction during the Neolithic of the Struma River Valley (c. 6200–4900 BC)","year":2018,"lang":"en","type":"article","venue":"Archaeological and Anthropological Sciences","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"Social Sciences and Humanities Research Council of Canada; Ministry of Advanced Education","keywords":"Niche construction; Subsistence agriculture; Ecology; Ecological niche; Niche; Diversification (marketing strategy); Geography; Historical ecology; Sociocultural evolution; Human settlement; Agriculture; Archaeology; Habitat; Sociology; Biology; Anthropology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0003531952,0.0002016254,0.000221928,0.00001421396,0.00393129,0.00002393942,0.0007453029,0.0001176106,0.001267335],"category_scores_gemma":[0.0001112113,0.00006627274,0.0000977654,0.0002664454,0.06274302,0.0003185105,0.0004376607,0.0003387781,0.00001998748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007504159,"about_ca_system_score_gemma":0.000019013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001910236,"about_ca_topic_score_gemma":0.0007527196,"domain_scores_codex":[0.9980549,0.00034016,0.000275382,0.0004752724,0.000382507,0.0004718379],"domain_scores_gemma":[0.9992115,0.000364317,0.0001704808,0.0001414844,0.00003774306,0.00007446457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005540636,0.00002080942,0.9909452,0.00000435833,0.000019431,0.00000199091,0.003013544,0.0001614239,0.0001694736,0.002458085,0.00001866307,0.003131578],"study_design_scores_gemma":[0.0001300904,0.0002830072,0.9285716,0.0000165185,0.00001460974,0.00005560184,0.008096915,0.002790803,0.0003697141,0.0593022,0.0002398992,0.0001290891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853526,0.001567776,0.00002063039,0.01141542,0.0002974359,0.000200986,0.00004528558,0.00002801705,0.001071833],"genre_scores_gemma":[0.9971491,0.00167265,0.0003397451,0.000563128,0.0001946501,0.000004733467,0.000006688554,0.000001236413,0.00006803402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06237368,"threshold_uncertainty_score":0.9996457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032749313706018,"score_gpt":0.2503975865060782,"score_spread":0.2200700933690181,"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."}}