{"id":"W4410659660","doi":"10.5040/9780761875239","title":"Lebanese Forces","year":2018,"lang":"en","type":"book","venue":"","topic":"Middle East Politics and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003114218,0.0006366076,0.0001691528,0.000718814,0.004418418,0.003294918,0.0003489562,0.0009165565,0.03575049],"category_scores_gemma":[0.0004452348,0.0001221195,0.0001809178,0.0007297383,0.001306303,0.001718313,0.001209072,0.001583667,0.00984901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004797391,"about_ca_system_score_gemma":0.002499326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03452727,"about_ca_topic_score_gemma":0.06319874,"domain_scores_codex":[0.999799,0.0000498839,0.000005428147,0.00003066238,0.00006600324,0.00004898572],"domain_scores_gemma":[0.9998876,0.00002237238,0.000008477461,0.000007861243,0.00004758661,0.00002612016],"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":[0.00002137098,0.00001562545,0.0004174209,0.0001121375,0.000003621735,0.0002445494,0.00581159,0.00004951513,0.0002984086,0.2275752,0.672031,0.09341965],"study_design_scores_gemma":[6.720701e-7,0.000002161644,0.0001602537,0.00004389255,4.062542e-7,0.00004545685,0.0005096447,0.00000844503,0.00006791803,0.001064238,0.9980955,0.000001415481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004294826,0.04531068,0.0005357963,0.0208112,0.007141042,0.00002506911,0.0002035421,0.0001306641,0.9215472],"genre_scores_gemma":[0.03043438,0.01057369,0.000405731,0.0043497,0.001057123,0.00002072341,0.0001316378,0.0000844501,0.9529426],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03575049,"threshold_uncertainty_score":0.1195973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791170694503572,"score_gpt":0.3099753517158436,"score_spread":0.2820636447708079,"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."}}