{"id":"W4416102969","doi":"10.21083/csieci.v16i2.8681","title":"Building Community","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01303849,0.001044599,0.0005488048,0.002186541,0.02700695,0.01065283,0.003333434,0.003578017,0.03836782],"category_scores_gemma":[0.02495095,0.0006393395,0.000928533,0.00115941,0.01777782,0.02106567,0.0409143,0.006871886,0.009615012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005494765,"about_ca_system_score_gemma":0.0120095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008440142,"about_ca_topic_score_gemma":0.02222488,"domain_scores_codex":[0.9856114,0.007744622,0.0002194479,0.0022624,0.002482438,0.001679677],"domain_scores_gemma":[0.9762022,0.004070886,0.0008186894,0.003366392,0.00403542,0.01150637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003802632,0.0001876061,0.001665616,0.000225617,0.00003407757,0.000580395,0.113712,0.0003191514,0.0009264741,0.4028979,0.3663062,0.113107],"study_design_scores_gemma":[0.000007164507,0.00003012236,0.0001551663,0.0001075467,0.000004843326,0.0001667095,0.02464885,0.0001698443,0.0002754204,0.03961742,0.9348047,0.00001229806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03262939,0.005521314,0.1196551,0.2066351,0.009518538,0.0007886337,0.0001912219,0.001749792,0.6233109],"genre_scores_gemma":[0.5152354,0.00288302,0.05787016,0.03426312,0.001316027,0.0007774796,0.0004376736,0.001886192,0.3853311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03836782,"threshold_uncertainty_score":0.1283532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350364592130958,"score_gpt":0.5069777226526315,"score_spread":0.3719412634395357,"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."}}