{"id":"W2897902392","doi":"10.25071/1705-1436.149","title":"Cleaners and Pop Culture Representation","year":2005,"lang":"en","type":"article","venue":"Just Labour","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visibility; Representation (politics); Sociology; Aesthetics; Political science; Art; Geography; Politics; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001758007,0.00004488734,0.00005795648,0.00001980281,0.0001871244,0.00004113149,0.00006500531,0.00007230617,0.0001654678],"category_scores_gemma":[0.0001151256,0.00004035296,0.00001823545,0.0001130729,0.00007040455,0.0001320842,0.00001222956,0.00006675272,0.00006899916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002540554,"about_ca_system_score_gemma":0.00004658988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000498693,"about_ca_topic_score_gemma":0.001459832,"domain_scores_codex":[0.9994243,0.0000459316,0.00006942587,0.0001243134,0.0001746595,0.0001613792],"domain_scores_gemma":[0.9997351,0.00001922724,0.00003033069,0.00007094983,0.00003746041,0.0001069714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001762499,0.0000656754,0.01688896,0.0000233788,0.00002027836,0.00001077761,0.6884515,0.00001536297,0.001544864,0.07959443,0.1210976,0.09226952],"study_design_scores_gemma":[0.0002070597,0.00001046885,0.01762608,0.000003895439,0.00001013257,0.000001307037,0.1598217,0.000004595194,0.0003296738,0.0003677507,0.8215398,0.00007756485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792867,0.0002901787,0.00001385974,0.005148369,0.0003256045,0.0001021541,0.000004238144,0.00006163969,0.1147673],"genre_scores_gemma":[0.9487423,0.0005254865,0.0004298877,0.0008432195,0.0008579579,0.000003331076,0.000003715671,0.000004162648,0.04858996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7004422,"threshold_uncertainty_score":0.1811756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999850465188218,"score_gpt":0.3553814642039337,"score_spread":0.3153829595520515,"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."}}