{"id":"W4312915950","doi":"10.46692/9781447348870.008","title":"The gendered offer of personal solutions","year":2022,"lang":"en","type":"other","venue":"","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Internet privacy","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":[0.004448899,0.0007016546,0.0003335025,0.001107634,0.006921292,0.01215347,0.00121314,0.003984286,0.02766544],"category_scores_gemma":[0.007422584,0.000288722,0.0005332209,0.0009106043,0.03412583,0.01070838,0.01305325,0.003561844,0.003738735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004549969,"about_ca_system_score_gemma":0.002935767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702152,"about_ca_topic_score_gemma":0.002387012,"domain_scores_codex":[0.9934676,0.003461019,0.0001336971,0.0008914021,0.001277686,0.0007685994],"domain_scores_gemma":[0.9974037,0.0008792893,0.0003101153,0.0005990707,0.0002777329,0.0005301423],"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":[0.000007791211,0.000006975476,0.0002080387,0.0000252046,0.000002795561,0.00007017053,0.01894244,0.000063688,0.0001253647,0.9663922,0.003560977,0.01059438],"study_design_scores_gemma":[0.00001125367,0.00003190621,0.0004374204,0.0002080489,0.000006306164,0.0003894627,0.02024679,0.0002085513,0.0002858232,0.3553584,0.6227994,0.00001675549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02094373,0.003111455,0.01626199,0.02334737,0.0004964916,0.00004317041,0.00005499161,0.0001030095,0.935638],"genre_scores_gemma":[0.8054181,0.00271382,0.008513167,0.004689172,0.0004077191,0.0001330243,0.00007523023,0.0001589316,0.1778909],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02766544,"threshold_uncertainty_score":0.0925501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1917940629372349,"score_gpt":0.3053849448498778,"score_spread":0.1135908819126429,"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."}}