{"id":"W4386737175","doi":"10.35502/jcswb.346","title":"Inspiring a new and diverse generation in uncertain times","year":2023,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005487318,0.0004538571,0.0005816619,0.001342315,0.01876577,0.01515702,0.001352093,0.004153367,0.009026411],"category_scores_gemma":[0.0118428,0.0003823393,0.0005169494,0.0006736921,0.01316904,0.01102938,0.0124475,0.01009755,0.001494521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197415,"about_ca_system_score_gemma":0.003865937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00323099,"about_ca_topic_score_gemma":0.004833372,"domain_scores_codex":[0.9962218,0.002079357,0.00006471876,0.0002981427,0.0004660973,0.0008698987],"domain_scores_gemma":[0.9902897,0.001269151,0.0008035483,0.000514981,0.001114716,0.006007802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000146875,0.0004032193,0.02380563,0.00008375871,0.00005084109,0.002599702,0.7616027,0.0002689947,0.002822215,0.1237144,0.03984487,0.04465684],"study_design_scores_gemma":[0.00002385284,0.0001235457,0.004223981,0.0001114795,0.00002465766,0.0009569127,0.6606944,0.0004770842,0.0003456027,0.03873184,0.2942066,0.00007999755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6601772,0.002226886,0.007789002,0.1822831,0.006560177,0.0001611521,0.00008262852,0.0001947996,0.1405249],"genre_scores_gemma":[0.962015,0.0004996922,0.001464228,0.01265663,0.0006348771,0.00004499174,0.00003592504,0.00008401764,0.02256464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01876577,"threshold_uncertainty_score":0.03019637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04495132140760371,"score_gpt":0.3320947482816426,"score_spread":0.2871434268740389,"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."}}