{"id":"W7104643194","doi":"10.5281/zenodo.17575393","title":"LA MISE EN PLACE DE PROCESSUS DE JEU COLLABORATIFS","year":2010,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Science pour tous","funders":"","keywords":"","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001241363,0.000306925,0.0002677417,0.0002490015,0.008563301,0.001643567,0.001108922,0.0001576727,0.03129948],"category_scores_gemma":[0.0009681542,0.0003175441,0.00008764289,0.0002519922,0.001091237,0.0002838127,0.001042517,0.001054929,0.004949242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252671,"about_ca_system_score_gemma":0.00004664705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004344947,"about_ca_topic_score_gemma":0.00004662203,"domain_scores_codex":[0.9973028,0.0007578162,0.0003387637,0.0005137133,0.0003735525,0.0007132964],"domain_scores_gemma":[0.998172,0.0001270269,0.0001673373,0.0004563209,0.0007530505,0.000324233],"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":[0.0002552947,0.0004341938,0.000009939396,0.0004075568,0.0001949468,0.00009805743,0.331244,0.00007845248,0.006447676,0.04022845,0.5515544,0.06904707],"study_design_scores_gemma":[0.0005880909,0.0002909764,0.00008121083,0.00005574779,0.00006344826,0.0001425716,0.009947273,0.0001871833,0.0002933253,0.0004076076,0.9875861,0.0003565085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1711982,0.0007193055,0.0002843242,0.00306974,0.0004787952,0.0007445295,0.0006916478,0.0009304709,0.821883],"genre_scores_gemma":[0.9648597,0.0002802566,0.0002554557,0.000412243,0.001362418,1.77676e-7,0.0002647428,0.001754497,0.03081054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7936615,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893016856996066,"score_gpt":0.2284217978908637,"score_spread":0.2094916293209031,"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."}}