{"id":"W4404248938","doi":"10.54097/rgxkmr39","title":"Preface: 2nd International Conference on Researches in Educational Technology and Psychological Sciences (RETPS 2024)","year":2024,"lang":"en","type":"article","venue":"Journal of Education Humanities and Social Sciences","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Psychology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001049902,0.00006754151,0.0000921411,0.001000742,0.0004837692,0.0008705389,0.0005118931,0.00004772674,0.0003638336],"category_scores_gemma":[0.0001442265,0.0000527091,0.00003229204,0.0006069631,0.000967071,0.0006478088,0.00006749173,0.0002677804,0.000004634971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005882847,"about_ca_system_score_gemma":0.0006170388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002020861,"about_ca_topic_score_gemma":0.00002387456,"domain_scores_codex":[0.9989824,0.0000911613,0.0002511005,0.000215756,0.0003253842,0.0001341427],"domain_scores_gemma":[0.9994918,0.00016682,0.0001086611,0.00004209495,0.0001641901,0.00002644821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001699899,0.0001412298,0.002860805,0.00001008359,0.000004930745,5.919321e-7,0.004800325,0.000002636749,0.00002878292,0.9788174,0.005755185,0.007576315],"study_design_scores_gemma":[0.000257997,0.00147908,0.1230581,0.0006557357,0.000009476786,0.0002166439,0.07032827,0.002039323,0.00002331826,0.7214196,0.08020342,0.0003089771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7706363,0.001739311,0.0002428906,0.18091,0.003481088,0.00008395657,0.000001708374,0.00001988638,0.0428849],"genre_scores_gemma":[0.9937762,0.0002622087,0.001709372,0.0003697333,0.000283512,0.000008238749,4.490599e-7,0.000001726791,0.003588528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2573978,"threshold_uncertainty_score":0.8394626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3068175550603238,"score_gpt":0.485302636850865,"score_spread":0.1784850817905412,"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."}}