{"id":"W2400970468","doi":"","title":"INTRODUCTION. Du jeu sérieux au jeu utile.","year":2011,"lang":"fr","type":"article","venue":"Revue d intelligence artificielle","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","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":[0.0008632122,0.0009504656,0.0004416436,0.001622093,0.002550239,0.002510139,0.00100219,0.002740006,0.05043254],"category_scores_gemma":[0.002707976,0.0003802603,0.0007636728,0.001215853,0.002486242,0.002825411,0.001467792,0.002697479,0.009595372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576998,"about_ca_system_score_gemma":0.001481251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02852741,"about_ca_topic_score_gemma":0.02796095,"domain_scores_codex":[0.9991684,0.0002912554,0.00005289656,0.0001843372,0.0002137694,0.00008932541],"domain_scores_gemma":[0.9994491,0.0002430599,0.00003764989,0.00004248472,0.0001816352,0.00004601357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002672969,0.0000911044,0.004152828,0.001866834,0.00007347625,0.001469039,0.01170963,0.0006736614,0.003219982,0.3181629,0.2838873,0.374426],"study_design_scores_gemma":[0.000006148251,0.00004177881,0.003638417,0.0004503383,0.00001173501,0.0008859479,0.001381431,0.0001132929,0.0005412804,0.01158423,0.9813245,0.00002092569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.03203884,0.2548533,0.03176792,0.0520325,0.03323999,0.0002307783,0.007935551,0.0009886681,0.5869123],"genre_scores_gemma":[0.2168848,0.1058837,0.03272264,0.009944148,0.009253179,0.0005280167,0.004307328,0.0007727763,0.6197034],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05043254,"threshold_uncertainty_score":0.1687136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003990828232936,"score_gpt":0.2716285723244589,"score_spread":0.1712294895011653,"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."}}