{"id":"W4403861167","doi":"10.2139/ssrn.4991900","title":"Creating Cohesive Communities: A Youth Camp Experiment in India","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Psychology; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003309929,0.0001197653,0.0001647594,0.0001822179,0.0007977657,0.0002597975,0.0002945225,0.0001059505,0.0002313032],"category_scores_gemma":[0.00006407525,0.0001152814,0.00008731316,0.00038706,0.0001222552,0.0002927443,0.00003745617,0.001522046,0.00005078543],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0026488,"about_ca_system_score_gemma":0.006920261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005665611,"about_ca_topic_score_gemma":0.01619279,"domain_scores_codex":[0.9970414,0.0002981095,0.0002802112,0.000111364,0.0004148016,0.001854118],"domain_scores_gemma":[0.9996132,0.0001132709,0.00006330993,0.00006663688,0.00004728761,0.00009634374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001096109,0.00003206987,0.03643597,0.000004153788,0.00007907893,0.00002293029,0.7077883,0.000001161682,0.000008563205,0.2499374,0.0000405487,0.005638781],"study_design_scores_gemma":[0.0002498342,0.0000671665,0.002591656,0.0001231059,0.00001809047,0.00001197375,0.9583892,0.000008284465,0.00001836617,0.03496907,0.003337192,0.0002160307],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207191,0.004063763,0.0001397389,0.0004327675,0.0004705212,0.0001802663,0.000002822199,0.00007809143,0.07391292],"genre_scores_gemma":[0.9925227,0.003343013,0.00003164198,0.00007955219,0.0004020465,0.00001146016,0.000007604325,0.00001728117,0.003584753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2506009,"threshold_uncertainty_score":0.9987096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984670968502939,"score_gpt":0.3035621224346149,"score_spread":0.2837154127495855,"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."}}