{"id":"W4390024953","doi":"10.5130/ijcre.v16i1.8695","title":"Inciting Change Makers in an Online Community Engaged Learning Environment During Pandemic Restrictions: Lessons from a Disability Studies and Community Rehabilitation Program","year":2023,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mentorship; Context (archaeology); Community engagement; Medical education; Online community; Psychology; Public relations; Political science; Medicine","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":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05721295,0.0001334349,0.0002490628,0.0003677004,0.008341058,0.0002189942,0.0006741595,0.00007516764,0.00002744675],"category_scores_gemma":[0.01481389,0.0001331102,0.0000517112,0.0004015099,0.001464354,0.0006330638,0.0008371663,0.009451299,0.000002573376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214796,"about_ca_system_score_gemma":0.00008949906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0269531,"about_ca_topic_score_gemma":0.03422714,"domain_scores_codex":[0.9358712,0.06218914,0.0005650035,0.0001112368,0.0009179095,0.0003454891],"domain_scores_gemma":[0.9841373,0.01465389,0.0001941434,0.0003297056,0.0004682433,0.0002167396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001553479,0.002618502,0.4513153,0.00007062279,0.0000968262,0.000003062672,0.4826612,0.00009775729,0.0001172635,0.0001123927,0.00002776314,0.06272402],"study_design_scores_gemma":[0.0004676952,0.0004163902,0.4967555,0.000135485,0.000005623981,0.000001028878,0.4957348,0.00002470438,0.000006013185,0.005893644,0.0005006543,0.00005840279],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908336,0.000164018,0.000002447921,0.008178212,0.0001539263,0.0005031181,0.00002146325,0.00006482647,0.00007839496],"genre_scores_gemma":[0.9952,0.00390698,0.0004898404,0.0000406639,0.0001486016,0.0001140949,0.00006710496,0.00001139326,0.00002134917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06266562,"threshold_uncertainty_score":0.9934847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5959108086592899,"score_gpt":0.5424592641679227,"score_spread":0.05345154449136724,"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."}}