{"id":"W2084366648","doi":"10.1177/1049731510395948","title":"The Development of an Online Practice-Based Evaluation Tool for Social Work","year":2011,"lang":"en","type":"article","venue":"Research on Social Work Practice","topic":"Innovations in Medical Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Context (archaeology); Social work; Identification (biology); Internal consistency; Consistency (knowledge bases); Field (mathematics); Computer science; Psychology; Skew; Medical education; Applied psychology; Psychometrics; Artificial intelligence; Medicine; Clinical psychology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04452707,0.0009288472,0.0007200028,0.003217535,0.0007662468,0.002776422,0.00158136,0.001015961,0.004144873],"category_scores_gemma":[0.106185,0.0004449509,0.000825158,0.001177686,0.0008444536,0.003887751,0.002532574,0.001448821,0.001342315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145839,"about_ca_system_score_gemma":0.003740602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004550538,"about_ca_topic_score_gemma":0.0009295541,"domain_scores_codex":[0.954785,0.03195487,0.003317984,0.001162228,0.008123764,0.0006561148],"domain_scores_gemma":[0.8943741,0.06921332,0.004228033,0.006565745,0.02243248,0.003186274],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003653141,0.002181571,0.007853552,0.0008045431,0.00004037934,0.0001785983,0.003686387,0.001021374,0.01006329,0.001726515,0.005115345,0.966963],"study_design_scores_gemma":[0.00336758,0.02784658,0.1633399,0.009796533,0.0005923134,0.005529148,0.0194634,0.1639657,0.1670628,0.02527728,0.4120703,0.001688442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1608571,0.0003116541,0.7923816,0.001798731,0.0005953512,0.02223765,0.0005256956,0.007142797,0.01414941],"genre_scores_gemma":[0.1105903,0.0001569325,0.8749649,0.0002073169,0.00009361379,0.01059498,0.0004171227,0.0003014572,0.002673375],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9554729,"threshold_uncertainty_score":0.2354845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4495766329396143,"score_gpt":0.5947506214964051,"score_spread":0.1451739885567908,"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."}}