{"id":"W4414836500","doi":"10.1145/3748612","title":"Democratizing Game Modding with GenAI: A Case Study of StarCharM, a Stardew Valley Character Maker","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Mod; Character (mathematics); Component (thermodynamics); Goto; Originality","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002763239,0.0007974218,0.000341319,0.001002201,0.006080968,0.003406578,0.001932448,0.001826358,0.00353217],"category_scores_gemma":[0.005609582,0.00042252,0.0004437995,0.0006804707,0.004644638,0.003041879,0.003527052,0.001732348,0.0006829772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364331,"about_ca_system_score_gemma":0.001055741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005441695,"about_ca_topic_score_gemma":0.02827094,"domain_scores_codex":[0.9976356,0.001488201,0.00006125538,0.0002406844,0.0002831081,0.0002911235],"domain_scores_gemma":[0.9976325,0.00130664,0.0001756934,0.0002089543,0.0001670842,0.0005091337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002704008,0.001726368,0.03181922,0.0005516098,0.00006406781,0.02375242,0.8432623,0.001700874,0.01051234,0.01858434,0.007929951,0.05982608],"study_design_scores_gemma":[0.0000661014,0.0009221641,0.01694314,0.000355953,0.00005758168,0.009724012,0.7936376,0.007676932,0.008620478,0.006076772,0.1557871,0.0001321684],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795946,0.00009030947,0.005663665,0.0006139293,0.00002604872,0.0001336414,0.00005183886,0.000055605,0.01377031],"genre_scores_gemma":[0.9757608,0.0002390649,0.01232133,0.000295145,0.0000119976,0.0001128772,0.00008602651,0.0001147024,0.01105803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006080968,"threshold_uncertainty_score":0.01461357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05882649388377024,"score_gpt":0.3588177125450791,"score_spread":0.2999912186613088,"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."}}