{"id":"W2546800450","doi":"10.5539/esr.v6n1p1","title":"Method and Theory of Early Farming: The Orinoco and Caribbean Coasts of South America","year":2016,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Amazonian Archaeology and Ethnohistory","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expansive; Agriculture; Prehistory; Geography; Regional science; Economic geography; Archaeology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004203956,0.00005807644,0.000124235,0.0002053554,0.0005993453,0.00002161336,0.0003012636,0.00002090366,0.0002118561],"category_scores_gemma":[0.0002654307,0.00002936756,0.00001939882,0.0001325453,0.02315623,0.0001561877,0.000302961,0.0001645912,0.000009468107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006750998,"about_ca_system_score_gemma":0.0001769298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002376465,"about_ca_topic_score_gemma":0.00009953874,"domain_scores_codex":[0.9986066,0.0003242524,0.0001261496,0.000210942,0.0004156342,0.0003164557],"domain_scores_gemma":[0.998566,0.0008374031,0.00005575263,0.0002228061,0.0002369535,0.00008112413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009097904,0.00001899146,0.01095954,0.00002936698,0.00001406355,0.00000275804,0.2903819,2.951056e-7,0.01007692,0.4886481,0.00009013865,0.199687],"study_design_scores_gemma":[0.001887493,0.003395819,0.3918886,0.0003764783,0.0000465401,0.00003248354,0.1353831,0.0001318901,0.03121125,0.1487564,0.2861951,0.0006948647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776735,0.0004359805,0.0007254908,0.001097276,0.00007092446,0.0001666693,0.00001668009,0.000009455532,0.01980396],"genre_scores_gemma":[0.9929263,0.00003909225,0.0003728941,0.00002235814,0.00004568719,0.000004689629,7.398359e-8,0.000004059409,0.006584869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3809291,"threshold_uncertainty_score":0.9795022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023314937380728,"score_gpt":0.3526593567728247,"score_spread":0.2503278630347519,"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."}}