{"id":"W4400931524","doi":"10.55016/ojs/pplt.v4y2020.68842","title":"Implementation of Practice-Based Research in Social Work Education","year":2020,"lang":"en","type":"article","venue":"Papers on postsecondary learning and teaching.","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Work (physics); Social work; Sociology; Engineering ethics; Pedagogy; Knowledge management; Political science; Computer science; Engineering","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":[0.003197349,0.00006779569,0.0001079561,0.0001301723,0.001691335,0.00008116739,0.0000868717,0.00007792909,0.001192623],"category_scores_gemma":[0.002284895,0.00007760055,0.00003033636,0.0005516484,0.0001370948,0.0001958484,0.00001498376,0.000971015,0.00002652745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009693846,"about_ca_system_score_gemma":0.0007937051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115116,"about_ca_topic_score_gemma":0.0001240227,"domain_scores_codex":[0.9963643,0.002680706,0.0001838417,0.0002017236,0.0003629774,0.0002064844],"domain_scores_gemma":[0.9978848,0.001725939,0.0001512245,0.00003891133,0.00009601391,0.0001031303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002264184,0.000202796,0.05857093,0.00002407344,0.00001608196,0.000001305408,0.1892335,0.000006655726,0.0001203007,0.06991427,0.004481213,0.6772025],"study_design_scores_gemma":[0.000272732,0.0001131428,0.02779252,0.00001428426,0.000007122065,1.230903e-7,0.2301282,0.000001693537,0.00001300365,0.0001240937,0.7414586,0.00007440894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3248687,0.0001714556,0.000003711135,0.2438649,0.000174355,0.0002626281,0.00000141808,0.00004406388,0.4306087],"genre_scores_gemma":[0.9961264,0.0000237705,0.0002603929,0.002501644,0.0002650802,0.00001572935,0.00001343359,0.000009927386,0.0007836586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7369774,"threshold_uncertainty_score":0.9997204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07796546484166862,"score_gpt":0.4645393791703117,"score_spread":0.3865739143286431,"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."}}