{"id":"W1538758076","doi":"","title":"Incursion at Howz-e Madad: An Afghanistan Vignette","year":2008,"lang":"fr","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Vignette; Computer science; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0007374429,0.0006236474,0.0006107944,0.0004819743,0.006104473,0.0002619636,0.001636291,0.0006526029,0.002118425],"category_scores_gemma":[0.00006435617,0.000802354,0.0003969978,0.001627571,0.003017742,0.00190063,0.0005974502,0.001049109,0.0004809421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001928065,"about_ca_system_score_gemma":0.000956916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003076522,"about_ca_topic_score_gemma":0.01446566,"domain_scores_codex":[0.9947132,0.001208741,0.0004575197,0.0009858266,0.001018477,0.001616237],"domain_scores_gemma":[0.9965242,0.000137411,0.0003212894,0.001128817,0.000365546,0.00152281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002001193,0.0005901527,0.005780407,0.00003998708,0.0001383521,0.001614468,0.002459894,0.00001015466,0.0003990897,0.9852906,0.001767507,0.001709223],"study_design_scores_gemma":[0.001176617,0.0003331269,0.001544417,0.0001330118,0.0002027694,0.00008057952,0.002575167,0.00005333787,0.000302803,0.001520352,0.9911212,0.0009566083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2239422,0.003525219,0.0003055108,0.0008096009,0.003141443,0.0004437395,0.0007908758,0.0002566529,0.7667848],"genre_scores_gemma":[0.2181517,0.001739035,0.0004647569,0.0006069063,0.0005291154,0.000001408954,0.00009757308,0.00006429609,0.7783452],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9893537,"threshold_uncertainty_score":0.9996955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283979423054315,"score_gpt":0.2516313061218658,"score_spread":0.2187915118913227,"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."}}