{"id":"W1530683413","doi":"10.22329/celt.v5i0.3438","title":"28. Community-Based Research: Learning About Attitudes Towards the Criminal Justice System","year":2012,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Criminal justice; Psychology; Service-learning; Economic Justice; Value (mathematics); Pedagogy; Social psychology; Criminology; Sociology; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02784589,0.0002453864,0.0002852148,0.0003215384,0.03509236,0.0006726504,0.0007440341,0.0001925432,0.00006497213],"category_scores_gemma":[0.004962157,0.0002046513,0.00008435371,0.0005994914,0.0004452836,0.000204716,0.0002937011,0.009887259,0.00005173465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003889697,"about_ca_system_score_gemma":0.0002358618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01157898,"about_ca_topic_score_gemma":0.0005196864,"domain_scores_codex":[0.9646837,0.03283089,0.0002794262,0.0002313789,0.0009806626,0.0009939859],"domain_scores_gemma":[0.9921368,0.006748441,0.0001718909,0.0003965626,0.0002562932,0.0002899809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003238837,0.0009740168,0.04201516,0.001595829,0.0002209064,0.00001483378,0.735979,0.009745323,0.0002214356,0.1364595,0.002037151,0.07041299],"study_design_scores_gemma":[0.0007216434,0.0004733909,0.0144243,0.0009924273,0.0002804185,0.000006655956,0.6917595,0.002921668,0.00002953839,0.00003174324,0.2879179,0.0004407767],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.658787,0.0004914688,0.0004747311,0.0009693638,0.0003296251,0.000286525,9.189779e-7,0.0006539205,0.3380065],"genre_scores_gemma":[0.9936781,0.00007303227,0.0003306654,0.0002553655,0.0004510011,0.00005896039,0.00001811393,0.00004388715,0.005090884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3348912,"threshold_uncertainty_score":0.995003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2235569252691674,"score_gpt":0.4079629419902836,"score_spread":0.1844060167211162,"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."}}