{"id":"W2202801154","doi":"10.3406/stice.2001.1525","title":"Un environnement support de projets collectifs entre apprenants : SPLACH","year":2001,"lang":"en","type":"article","venue":"Sciences et techniques éducatives","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collaborative learning; Asynchronous communication; Computer science; Computer-supported collaborative learning; Context (archaeology); Domain (mathematical analysis); Set (abstract data type); Field (mathematics); Learning environment; Knowledge management; Mathematics education; Psychology; Programming language; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006745389,0.0002268392,0.0002246018,0.0003504086,0.0005725552,0.00008005008,0.0005626499,0.0001148213,0.002677829],"category_scores_gemma":[0.00029469,0.0001841204,0.0000615418,0.001022764,0.0007549087,0.0001628171,0.00009452982,0.0004682568,0.00007545407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446597,"about_ca_system_score_gemma":0.0003202778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001616071,"about_ca_topic_score_gemma":0.000010911,"domain_scores_codex":[0.9963387,0.001832183,0.0002935452,0.0006219305,0.0002935944,0.0006200444],"domain_scores_gemma":[0.9990348,0.0002932134,0.0002105769,0.00032072,0.00005752541,0.00008322034],"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":[0.0001172182,0.002069718,0.2514079,0.00003419166,0.0001335853,0.00007682744,0.2497465,0.000005201653,0.01523159,0.1212679,0.04688371,0.3130257],"study_design_scores_gemma":[0.0005385636,0.002051623,0.2720178,0.0001330133,0.00003692794,0.0003656043,0.02166242,0.00003307509,0.05376538,0.01574474,0.6326542,0.000996712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3366348,0.00008701372,0.0261078,0.002700595,0.0003891014,0.0005303607,0.000005153833,0.0005318123,0.6330134],"genre_scores_gemma":[0.8824108,0.00002762187,0.09847056,0.0007396297,0.0001011074,0.0002199802,0.00000590253,0.00001989955,0.01800456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6150088,"threshold_uncertainty_score":0.9982339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06409171974180532,"score_gpt":0.4351766038085709,"score_spread":0.3710848840667656,"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."}}