{"id":"W2066854229","doi":"10.4312/dp.31.1","title":"Are land snail a signature for the Mesolithic-Neolithic transition","year":2004,"lang":"en","type":"article","venue":"Documenta Praehistorica","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mesolithic; Prehistory; Subsistence agriculture; Geography; Archaeology; Foraging; Holocene; Land snail; Niche construction; Ecology; Pleistocene; Assemblage (archaeology); Flannery; Snail; Agriculture; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003613853,0.0001600249,0.0001846524,0.00003330527,0.0004020111,0.0000333838,0.0003471981,0.000125534,0.002553846],"category_scores_gemma":[0.00006644696,0.0001166962,0.0001299804,0.0002448646,0.0001809795,0.0002024217,0.00006628039,0.0002265676,0.000297276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496227,"about_ca_system_score_gemma":0.00002479505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350032,"about_ca_topic_score_gemma":0.002535607,"domain_scores_codex":[0.9987295,0.0000627796,0.0002170374,0.0003612114,0.0002944005,0.0003351105],"domain_scores_gemma":[0.9992303,0.000125608,0.000183384,0.0003724415,0.00001417979,0.00007410779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001116515,0.002105358,0.05182502,0.0001819016,0.001181762,0.0002457159,0.02612113,0.1474751,0.008447236,0.01254139,0.7184391,0.03031972],"study_design_scores_gemma":[0.001380248,0.0001633348,0.01154735,0.000008373215,0.0002134331,0.00002274736,0.0003560126,0.0002583569,0.0005538331,0.006570537,0.978608,0.0003178319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4580887,0.01047465,0.1391396,0.2308513,0.007970929,0.01220562,0.0003737286,0.001022921,0.1398725],"genre_scores_gemma":[0.987903,0.0000572123,0.001070934,0.005051519,0.000158727,0.000291107,0.0000221659,0.00002584405,0.005419516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5298143,"threshold_uncertainty_score":0.998358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009532364130648348,"score_gpt":0.2364491246611287,"score_spread":0.2269167605304803,"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."}}