{"id":"W3095079982","doi":"10.33262/concienciadigital.v3i3.1.1368","title":"Como controlar a los niños hiperactivos dentro del salón de clase","year":2020,"lang":"es","type":"article","venue":"ConcienciaDigital","topic":"Educational methodologies and cognitive development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004763177,0.0004533324,0.0005830629,0.00010308,0.0002488148,0.0003004696,0.0006223514,0.0002852545,0.00170881],"category_scores_gemma":[0.0039463,0.0004630426,0.0002662115,0.0004282137,0.0004000521,0.0003463804,0.0001990538,0.0005874795,0.00186776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000380142,"about_ca_system_score_gemma":0.001488718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004991407,"about_ca_topic_score_gemma":0.000004396803,"domain_scores_codex":[0.9964698,0.0005846971,0.0006146246,0.000882958,0.0004472425,0.001000686],"domain_scores_gemma":[0.9963096,0.001925764,0.0003075559,0.0003171746,0.0004157464,0.0007241427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003173919,0.002757992,0.4315153,0.0004591551,0.001921799,0.001901783,0.04321968,0.00003344342,0.03511364,0.02019598,0.0931331,0.3665742],"study_design_scores_gemma":[0.005700111,0.001378025,0.801796,0.000208064,0.0002614284,0.000355905,0.01824399,0.0007040573,0.004350204,0.001193828,0.1641938,0.001614563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573493,0.002621379,0.007846674,0.004856248,0.0009971595,0.000759537,0.0006740628,0.0001339829,0.02476163],"genre_scores_gemma":[0.9688264,0.00008324655,0.00193145,0.02729677,0.0008641926,0.0001341003,0.00005654079,0.00005279468,0.0007545055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3702807,"threshold_uncertainty_score":0.9997821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09495762034825914,"score_gpt":0.3774665393321092,"score_spread":0.2825089189838501,"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."}}