{"id":"W4250370563","doi":"10.7202/1078390ar","title":"TAKING UP A SOCIAL WORK IDENTITY: PREPARING UNDERGRADUATE STUDENTS FOR ENTRY-LEVEL GENERALIST PRACTICE","year":2021,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; Social work; Identity (music); Psychology; Resource (disambiguation); Process (computing); Variety (cybernetics); Pedagogy; Curriculum; Resistance (ecology); Social psychology; Medical education; Computer science; Political science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002930654,0.0002648588,0.0005535933,0.00008083829,0.008679137,0.00103531,0.0006876445,0.0002869037,0.00223935],"category_scores_gemma":[0.007958094,0.0003448466,0.0003990129,0.004868212,0.0002568675,0.0008747767,0.00009092621,0.00043742,0.0003007955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665974,"about_ca_system_score_gemma":0.003725695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01142239,"about_ca_topic_score_gemma":0.1543518,"domain_scores_codex":[0.9954278,0.001559888,0.0005702141,0.0005474925,0.0009114387,0.0009831664],"domain_scores_gemma":[0.9968583,0.0007706961,0.0006938874,0.0002291605,0.0008463258,0.0006016561],"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":[0.00002140523,0.0000899916,0.002789637,0.0003208948,0.0002756365,0.00002423278,0.01470474,2.150248e-7,0.000001074659,0.2714015,0.6468338,0.0635369],"study_design_scores_gemma":[0.0002721117,0.000003925958,0.002331954,0.0003621025,0.0003794981,0.000002106221,0.007076199,8.256634e-8,7.31245e-7,0.00172587,0.9874685,0.0003768655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001017649,0.04273586,0.0004563585,0.7345555,0.006535156,0.002273116,0.00007816768,0.000161361,0.2121868],"genre_scores_gemma":[0.5570874,0.04464072,0.004414505,0.1304747,0.01418482,0.001483856,0.0005218199,0.0002955782,0.2468966],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6040809,"threshold_uncertainty_score":0.9999003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276392242789536,"score_gpt":0.4459882877079901,"score_spread":0.3183490634290366,"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."}}