{"id":"W4229638684","doi":"10.1007/978-1-4020-3995-9_377","title":"Neolithic Revolution","year":2007,"lang":"en","type":"book-chapter","venue":"Encyclopedia of earth sciences series/Encyclopedia of earth sciences","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Geography; History; Ancient history","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002706306,0.0009027466,0.001249893,0.0005362856,0.0009518973,0.0001456995,0.002891435,0.0007385173,0.0024255],"category_scores_gemma":[0.0003230935,0.0004482719,0.000509814,0.001648689,0.006992232,0.001481584,0.0008686809,0.0006464423,0.0001514397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009711662,"about_ca_system_score_gemma":0.0002721007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004458725,"about_ca_topic_score_gemma":0.004728317,"domain_scores_codex":[0.9927814,0.00008673917,0.001748459,0.001646779,0.00243626,0.001300374],"domain_scores_gemma":[0.9966618,0.0005515545,0.001710669,0.0004101483,0.000403461,0.0002623754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003485368,0.000547682,0.07474539,0.0008482673,0.0003002617,0.0001443866,0.001187749,0.00035399,0.004285533,0.6779196,0.005633881,0.2336848],"study_design_scores_gemma":[0.0002469844,0.003526001,0.04712976,0.0006090385,0.0001272447,0.00002914583,0.0007279312,0.00004697239,0.0008765255,0.0472368,0.8980046,0.001439004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07507564,0.002430021,0.00001353153,0.0007678833,0.001368014,0.0008535614,0.0001450504,0.0002628509,0.9190834],"genre_scores_gemma":[0.09170286,0.05227397,0.01213113,0.00027792,0.001890072,0.00004544769,0.0001629696,0.00002618556,0.8414894],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8923707,"threshold_uncertainty_score":0.9997969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03153887960388406,"score_gpt":0.230722092293027,"score_spread":0.199183212689143,"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."}}