{"id":"W4393635775","doi":"10.5281/zenodo.8339138","title":"Pre-Aksumite Plant Husbandry in the Horn of Africa - Datasets","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Horizon 2020 Framework Programme","keywords":"French horn; Animal husbandry; Agroforestry; Geography; Biology; Ecology; Agriculture; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007030536,0.001785182,0.001213587,0.003047248,0.0007962658,0.002090545,0.002137426,0.00207398,0.08743556],"category_scores_gemma":[0.00382887,0.0005082539,0.001023463,0.005251595,0.0003477048,0.001091499,0.002096996,0.00139912,0.08985554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243379,"about_ca_system_score_gemma":0.001798021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02496067,"about_ca_topic_score_gemma":0.06104111,"domain_scores_codex":[0.9994047,0.0001052255,0.00007219767,0.0001535988,0.0001428603,0.0001214317],"domain_scores_gemma":[0.9986123,0.0004521154,0.0001517856,0.0002701029,0.0003314016,0.0001823148],"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":[0.00007231579,0.00002244032,0.0009132576,0.0008908187,0.00002819593,0.00003586565,0.00004733499,0.000310746,0.0001390753,0.000670427,0.9945757,0.002293687],"study_design_scores_gemma":[0.0001649108,0.00001323634,0.005882933,0.0003604536,0.00002762125,0.00006526622,0.0001484586,0.0003573909,0.0003293855,0.001222978,0.9914011,0.00002619521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001344264,0.00005544075,0.00004266967,0.000040608,0.00001186319,0.00000519935,0.9989936,0.0001889785,0.0005272417],"genre_scores_gemma":[0.0003404325,0.00004522111,0.0002226784,0.00002234593,0.000002935394,0.00004057508,0.998777,0.0000524252,0.0004963889],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08743556,"threshold_uncertainty_score":0.2925011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07133955772094422,"score_gpt":0.2453774490446637,"score_spread":0.1740378913237195,"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."}}