{"id":"W4389785771","doi":"10.4000/sdj.5354","title":"10 ans de recherche sur le jeu","year":2023,"lang":"fr","type":"paratext","venue":"Sciences du jeu","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Work (physics); Creative work; Sociology; Visual arts; Engineering; Art; Mechanical engineering","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005141879,0.0003263351,0.0004020626,0.0002293586,0.002708717,0.0008793959,0.001024458,0.000358941,0.1606251],"category_scores_gemma":[0.001607208,0.0002700065,0.0001781794,0.0004212827,0.005569949,0.0003257309,0.0002808557,0.00087461,0.1133298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003289774,"about_ca_system_score_gemma":0.003423877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082292,"about_ca_topic_score_gemma":0.003562226,"domain_scores_codex":[0.9959272,0.001255008,0.000348386,0.0006806532,0.0007188459,0.001069912],"domain_scores_gemma":[0.9969785,0.001991128,0.0001373322,0.0002722721,0.0003516854,0.0002690824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001483089,0.0000833676,0.0000683226,0.0001102849,0.00002696176,0.00002489403,0.004531324,0.00003918542,0.00001326506,0.4076771,0.5827183,0.004692109],"study_design_scores_gemma":[0.0001638352,0.000387764,0.0001312959,0.0002345958,0.00002312326,0.000006515274,0.01918609,0.001776439,0.00006530472,0.008235789,0.9694327,0.0003565648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0015866,0.002930177,0.0003859301,0.004999985,0.0006371771,0.0002358416,0.0003276406,0.0000646566,0.988832],"genre_scores_gemma":[0.009789463,0.002608817,0.0003250638,0.0001947814,0.001834486,0.00005359463,0.00004433097,0.00003470372,0.9851148],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3994414,"threshold_uncertainty_score":0.9999752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5030580800133856,"score_gpt":0.4274739904117038,"score_spread":0.07558408960168184,"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."}}