{"id":"W608413454","doi":"","title":"The image of social work in United States, United Kingdom, and Canadian newspapers","year":2001,"lang":"en","type":"book","venue":"UMI Dissertation Services eBooks","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Newspaper; Kingdom; Political science; Work (physics); Media studies; History of the United States; Sociology; Law; Engineering; Geology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007173447,0.0002101031,0.0002324613,0.0004891908,0.002007066,0.0002797913,0.0003658374,0.0003571778,0.0003246173],"category_scores_gemma":[0.00009276455,0.0002024776,0.00005837824,0.001034661,0.0003194569,0.0001271242,0.0000172249,0.000385127,0.00002811266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225651,"about_ca_system_score_gemma":0.001320574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4391671,"about_ca_topic_score_gemma":0.9130596,"domain_scores_codex":[0.998153,0.000436703,0.0004030577,0.0002388647,0.0003766279,0.0003917273],"domain_scores_gemma":[0.9978868,0.0008860587,0.0004721863,0.0001483167,0.0003817032,0.000224874],"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":[0.0002679542,0.0000370265,0.001876669,0.0001867183,0.0001547934,0.00001325313,0.5752167,0.000008720031,0.000007993892,0.4017735,0.0104285,0.01002822],"study_design_scores_gemma":[0.0001854455,0.000007072088,0.003375734,0.00007368453,0.00004374281,1.654683e-7,0.1139103,0.000007159766,0.000001410418,0.003310977,0.878892,0.0001923127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09300281,0.00009988964,6.890464e-7,0.01101898,0.0004519621,0.00064964,0.00002501711,0.00005379813,0.8946972],"genre_scores_gemma":[0.07828536,0.0001507838,0.00005850903,0.001844051,0.0002504313,0.00005098855,0.001264293,0.00006096603,0.9180346],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8684635,"threshold_uncertainty_score":0.9992922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110577402480695,"score_gpt":0.3350738751897742,"score_spread":0.3139681011649672,"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."}}