{"id":"W4382398699","doi":"10.4995/head23.2023.16218","title":"The current HE classroom: Promoting new types of learning, executive function processes and strategies to foster students’ motivation and academic success","year":2023,"lang":"en","type":"article","venue":"","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Function (biology); Flexibility (engineering); Psychology; Knowledge management; Interpersonal communication; Taxonomy (biology); Computer science; Social psychology; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.0002514922,0.0000985071,0.00007715297,0.0001212389,0.0003598919,0.000213419,0.0001227281,0.00002611815,0.000007542897],"category_scores_gemma":[0.001593124,0.00006786572,0.00001009606,0.0008911657,0.0001085368,0.0005011115,0.0001121674,0.0002004383,0.00001263886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001170375,"about_ca_system_score_gemma":0.00012666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005541893,"about_ca_topic_score_gemma":0.00001393185,"domain_scores_codex":[0.9988849,0.0001004905,0.0001776388,0.0003434649,0.0003207824,0.0001726911],"domain_scores_gemma":[0.9992122,0.0004229491,0.0001159684,0.00005967235,0.0001175412,0.00007163375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002718889,0.0001458573,0.3918256,0.0003116638,0.00001253682,8.614634e-7,0.01279815,0.000108028,0.3008258,0.00441015,0.004422546,0.2848669],"study_design_scores_gemma":[0.0007755265,0.001141686,0.7393349,0.0002489302,0.00005345364,0.00000937587,0.01536213,0.001063802,0.2110389,0.006710265,0.02385176,0.000409303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948916,0.00006850931,0.001856854,0.00139628,0.0004560045,0.0004157777,0.000001130493,0.0000966632,0.0008171763],"genre_scores_gemma":[0.9959272,0.0003909915,0.000004123357,0.0001877482,0.00005752298,0.00003240022,0.00000123532,0.000007924996,0.00339092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3475092,"threshold_uncertainty_score":0.2768033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06844679961868497,"score_gpt":0.349775367450138,"score_spread":0.281328567831453,"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."}}