{"id":"W4410705292","doi":"10.29173/cais1888","title":"Adventurers and Algorithms","year":2025,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adventure; Algorithm; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001246579,0.0005614263,0.000297771,0.001252373,0.002366575,0.006101418,0.0009246925,0.001367005,0.04551068],"category_scores_gemma":[0.004950876,0.0002787649,0.0005429599,0.001023582,0.006454426,0.006117557,0.003214604,0.001970341,0.006694909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00162032,"about_ca_system_score_gemma":0.001138631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00313032,"about_ca_topic_score_gemma":0.005603308,"domain_scores_codex":[0.9984028,0.00065425,0.00008225287,0.000401343,0.0003067675,0.0001526598],"domain_scores_gemma":[0.9983869,0.0006698039,0.000181104,0.0002946918,0.0001940594,0.0002734571],"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":[0.00006126086,0.00004599381,0.00303568,0.0003477904,0.00001805226,0.00021933,0.01861392,0.0007145075,0.0006372082,0.868336,0.01993714,0.08803318],"study_design_scores_gemma":[0.00001013575,0.00005931279,0.002273577,0.0003512054,0.00001169113,0.0004154867,0.0051487,0.0008293769,0.0003194625,0.072753,0.917807,0.00002114697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04299231,0.007089369,0.02503961,0.008385924,0.0008401021,0.0001168183,0.000256206,0.0003188362,0.9149609],"genre_scores_gemma":[0.5137107,0.007966661,0.03443448,0.00212158,0.0004714952,0.0001553809,0.0005508738,0.0003538527,0.440235],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04551068,"threshold_uncertainty_score":0.1522484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838680652369629,"score_gpt":0.270728315893438,"score_spread":0.2523415093697418,"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."}}