{"id":"W7034770682","doi":"","title":"Women, vulnerabilities and welfare service systems","year":2020,"lang":"en","type":"other","venue":"","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Austerity; Oppression; Service (business); Empirical research; Service delivery framework; Social Welfare; Government (linguistics); Social policy; Service provider","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":[0.001938178,0.0003925431,0.0002692835,0.0009226714,0.00926395,0.008277522,0.0006270204,0.001841046,0.008004524],"category_scores_gemma":[0.00280596,0.0002168308,0.0002143759,0.001501419,0.01641786,0.005928556,0.009030007,0.002094696,0.0006533017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006001491,"about_ca_system_score_gemma":0.006740413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01664267,"about_ca_topic_score_gemma":0.01646353,"domain_scores_codex":[0.9969915,0.001540992,0.00006013163,0.0001654187,0.0003474781,0.0008943397],"domain_scores_gemma":[0.9992306,0.0002410886,0.0001382621,0.00003814251,0.00008832823,0.0002634581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001498854,0.00001683597,0.004025809,0.00009437421,0.00001268217,0.000500042,0.09541257,0.000132031,0.00008385999,0.8424999,0.03654911,0.02065768],"study_design_scores_gemma":[0.00001208077,0.00003068595,0.006659282,0.0009512658,0.00001411914,0.000830441,0.1698132,0.0001789675,0.0000971922,0.1989339,0.6224551,0.00002387018],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1305146,0.02718111,0.002078745,0.1940897,0.0009962827,0.00009176943,0.0002700491,0.0001148378,0.6446629],"genre_scores_gemma":[0.9073041,0.01289509,0.0007518816,0.01353775,0.0001718917,0.0001261216,0.00007591472,0.00003614172,0.06510109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01664267,"threshold_uncertainty_score":0.04354405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185659088465684,"score_gpt":0.2128707290063184,"score_spread":0.19430482015975,"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."}}