{"id":"W2752599442","doi":"10.5430/ijhe.v6n5p1","title":"Advancing Social Work Practice Research Education – An Innovative, Experiential Pedagogical Approach","year":2017,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rubric; Experiential learning; Grading (engineering); Class (philosophy); Psychology; Context (archaeology); Pedagogy; Mathematics education; Medical education; Computer science; Engineering","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004026266,0.0001159784,0.000157425,0.000360946,0.003277728,0.001298322,0.001308133,0.0001650618,0.001951188],"category_scores_gemma":[0.004829061,0.000119919,0.00007949773,0.0006776741,0.0004236371,0.004105949,0.00007808496,0.0006792076,0.00006145434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000751339,"about_ca_system_score_gemma":0.005400737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004920729,"about_ca_topic_score_gemma":0.00002348626,"domain_scores_codex":[0.996071,0.001196717,0.0004868525,0.0002318572,0.001726187,0.0002873188],"domain_scores_gemma":[0.988948,0.0004298587,0.001292963,0.0002305826,0.008889628,0.0002089182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005478719,0.004337416,0.006183291,0.000005627837,0.0001273964,0.000003943901,0.1368509,0.000003213778,0.0001416051,0.5084721,0.1685908,0.1747358],"study_design_scores_gemma":[0.0002064436,0.0000389552,0.03787844,0.00002220453,0.00001741996,0.00001180403,0.08075687,3.730554e-7,0.00001871218,0.003501788,0.8774312,0.0001157636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.203962,0.0005388318,0.0003220386,0.268227,0.03413044,0.0003700158,0.000002455533,0.00003508425,0.4924122],"genre_scores_gemma":[0.9510398,0.00006395909,0.00646746,0.001150502,0.0146534,0.00003773306,0.000023468,0.0000184096,0.02654528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7470778,"threshold_uncertainty_score":0.9997385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1992462898891439,"score_gpt":0.5852248433280657,"score_spread":0.3859785534389217,"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."}}