{"id":"W4362472637","doi":"10.1215/15525864-10256169","title":"Productive Disengagement","year":2023,"lang":"en","type":"article","venue":"Journal of Middle East Women s Studies","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disengagement theory; Scholarship; Harm; Political science; Public relations; Sociology; Social psychology; Psychology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001400877,0.00005409952,0.0001517914,0.0001237591,0.000405654,0.00002765546,0.0001061639,0.00001559813,0.00002038892],"category_scores_gemma":[0.0005372128,0.00004052584,0.0000546187,0.0002966099,0.0001563637,0.0001212073,0.0000562794,0.00008991166,0.00004026092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857431,"about_ca_system_score_gemma":0.00009109451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001057803,"about_ca_topic_score_gemma":0.00001629105,"domain_scores_codex":[0.9988742,0.0001487872,0.000213408,0.00007618484,0.0004292039,0.0002582516],"domain_scores_gemma":[0.9992542,0.0000704267,0.000173873,0.00005751029,0.0003594372,0.00008453945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002615199,0.00009100236,0.006254966,0.00004661626,0.0005456217,0.00004016195,0.9679328,0.0001516178,0.00012891,0.01168887,0.009720043,0.003373286],"study_design_scores_gemma":[0.000216695,0.0000727221,0.008898348,0.00002817969,0.00001851106,0.000002034497,0.9495194,0.000002559852,0.00003793219,0.01772913,0.02341147,0.00006304558],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843556,0.0007608678,0.00001006578,0.00550393,0.001322697,0.0001061456,0.000001951568,0.00002056725,0.007918146],"genre_scores_gemma":[0.9870356,0.0008405208,0.00005723248,0.00003959665,0.0009330189,0.000008412354,2.075601e-7,0.000004898799,0.01108051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01841337,"threshold_uncertainty_score":0.3120004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1807830437143872,"score_gpt":0.3749096443305682,"score_spread":0.1941266006161811,"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."}}