{"id":"W4253956561","doi":"10.14322/publons.r2769118","title":"10.14322/publons.r2769118","year":2000,"lang":"en","type":"dataset","venue":"Time to knit","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Middle East; Geography; Political science; History; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001458789,0.002306544,0.001443966,0.003816426,0.0007203299,0.003410516,0.003459992,0.002377461,0.3890099],"category_scores_gemma":[0.008146711,0.001321176,0.001407368,0.008751082,0.0005383503,0.001387663,0.002727835,0.001277812,0.5031719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424223,"about_ca_system_score_gemma":0.002164419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02836305,"about_ca_topic_score_gemma":0.04295093,"domain_scores_codex":[0.9989366,0.0001983896,0.0001400379,0.0003247663,0.000189817,0.0002104082],"domain_scores_gemma":[0.9969825,0.000805459,0.0003993419,0.0008212791,0.000548719,0.0004426138],"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":[0.00006448874,0.00002000361,0.001113572,0.000553427,0.00004033521,0.00001345617,0.00002247443,0.0002319918,0.00004883643,0.0003198936,0.9949237,0.002647916],"study_design_scores_gemma":[0.0005153433,0.00003200463,0.005226328,0.0003809127,0.00005096341,0.00003692892,0.00007753721,0.0004691959,0.0002758621,0.0009103332,0.9919868,0.00003771481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007056283,0.00004008975,0.00005301763,0.00005016851,0.00002068287,0.000007009324,0.9986075,0.0004378742,0.0007132679],"genre_scores_gemma":[0.0005560511,0.00006402471,0.0001778943,0.00007688309,0.0000177846,0.0000875271,0.9962031,0.0002352618,0.002581352],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6109902,"threshold_uncertainty_score":0.8715033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064068929416446,"score_gpt":0.2405784696278384,"score_spread":0.2299377803336739,"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."}}