{"id":"W2134927350","doi":"10.1177/0886109915580346","title":"“Don’t Take the Social Out of Social Work”","year":2015,"lang":"en","type":"article","venue":"Affilia","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Social work; Sociology; Identity (music); Social Welfare; Formative assessment; Gender studies; State (computer science); Feminism; Social change; Political science; Public administration; Law; Aesthetics; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001353668,0.00006767384,0.0001173483,0.00001990743,0.001475853,0.00005967378,0.0002963833,0.0001183023,0.001894411],"category_scores_gemma":[0.0008325175,0.00005668528,0.00008176698,0.0006799314,0.0004499947,0.0001353561,0.00003104896,0.0001618745,0.0005122602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008446952,"about_ca_system_score_gemma":0.0004818653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003396483,"about_ca_topic_score_gemma":0.0008009286,"domain_scores_codex":[0.9985737,0.000492767,0.0001537145,0.0001089067,0.00044522,0.0002257075],"domain_scores_gemma":[0.9991913,0.0002827756,0.0001588692,0.00008597189,0.0002009072,0.00008018145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003023392,0.00006253616,0.00151637,0.000001443032,0.0000201814,3.304018e-7,0.2787801,2.754054e-7,0.000006290796,0.1309561,0.5795823,0.009043931],"study_design_scores_gemma":[0.0001339698,0.000006860154,0.006683277,9.123235e-7,0.00001938106,4.558676e-8,0.1159267,3.006122e-7,0.00000883864,0.001998317,0.8751553,0.00006599929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08294306,0.0001184925,0.00002717358,0.2352481,0.003603945,0.0002532935,0.000005749918,0.00008732023,0.6777129],"genre_scores_gemma":[0.9560477,0.00000426956,0.00006622762,0.0007142983,0.001596069,0.00001186948,0.000003403345,0.000008435374,0.04154778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8731046,"threshold_uncertainty_score":0.9998241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09980313877563594,"score_gpt":0.4067100656817962,"score_spread":0.3069069269061602,"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."}}