{"id":"W3211649106","doi":"10.51889/2021-3.2077-6861.12","title":"Implementation of an oral dialogue based on a neural network of artificial intelligence in the online platform in secondary school","year":2021,"lang":"en","type":"article","venue":"Pedagogy and Psychology","topic":"Artificial Intelligence in Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artificial neural network; Computer science; Face (sociological concept); Quality (philosophy); Mathematics education; Online learning; Artificial intelligence; Quarter (Canadian coin); Multimedia; Psychology; Sociology","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":[0.000636314,0.0000817752,0.0001539643,0.0001080545,0.00003101825,0.00001553056,0.0003261869,0.00007546685,0.0001129384],"category_scores_gemma":[0.00006309377,0.00007186423,0.00002411912,0.0004868805,0.00009576631,0.0001900484,0.00003135379,0.000232448,0.00000287689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001332118,"about_ca_system_score_gemma":0.0002278267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004700424,"about_ca_topic_score_gemma":0.01883989,"domain_scores_codex":[0.9987004,0.0002831841,0.0004578066,0.0002698827,0.0001012227,0.0001874547],"domain_scores_gemma":[0.9991885,0.0002647239,0.0001214563,0.0003346592,0.00005925521,0.00003141652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001032749,0.000578472,0.0279013,0.00001114162,0.000003561152,0.00001819071,0.004784382,0.003773988,0.0004294977,0.02295246,0.00004954423,0.9393942],"study_design_scores_gemma":[0.0002271206,0.0009776785,0.7519282,0.00002604521,0.000006920727,0.00003390768,0.006353386,0.1313711,0.004235523,0.1044998,0.0001521875,0.0001881642],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620224,0.00007525949,0.03437158,0.002710466,0.0005036627,0.0001382881,0.000006704487,0.000006389213,0.0001652944],"genre_scores_gemma":[0.9933494,0.00001725532,0.004744239,0.001759885,0.00008117185,0.00001212254,0.00003126291,0.000003358111,0.000001311478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.939206,"threshold_uncertainty_score":0.9990637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033976589066962,"score_gpt":0.4532171633272525,"score_spread":0.3498195044205563,"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."}}