{"id":"W7128528089","doi":"10.64903/arwg.9.2.d63335w35t860167","title":"Prelude","year":2006,"lang":"","type":"article","venue":"Arab world geographer","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[],"category_scores_codex":[0.001085176,0.0004894765,0.0005662123,0.001358374,0.009549255,0.005051177,0.001434615,0.005546336,0.1040495],"category_scores_gemma":[0.007212891,0.000301973,0.0005327399,0.0006716765,0.002229668,0.002672524,0.004206438,0.007661544,0.05032898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003079772,"about_ca_system_score_gemma":0.003960801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0131624,"about_ca_topic_score_gemma":0.02397467,"domain_scores_codex":[0.9989597,0.0001700192,0.00005317438,0.000214035,0.0003314072,0.0002716774],"domain_scores_gemma":[0.9984054,0.0004006102,0.00005701733,0.0001673609,0.0006448143,0.000324776],"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":[0.00002203356,0.00003440262,0.0002288427,0.00006129235,0.000004566794,0.0002204391,0.0005879122,0.0000221363,0.0001149869,0.09821069,0.8876596,0.01283299],"study_design_scores_gemma":[0.000003323681,0.000005653901,0.0002199054,0.00007838836,0.000002393245,0.00008490697,0.0003503475,0.00001055782,0.00006276675,0.005756161,0.9934219,0.00000377258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003381928,0.009201014,0.0006799427,0.128742,0.05008534,0.0001031727,0.0007142353,0.0001287153,0.8069636],"genre_scores_gemma":[0.01856765,0.002802985,0.0003188207,0.07190251,0.008914324,0.0001381183,0.000287624,0.0000940005,0.8969738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8959504,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008088659502992087,"score_gpt":0.2309359596790097,"score_spread":0.2228473001760176,"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."}}