{"id":"W3093116198","doi":"10.21432/cjlt27883","title":"An Analysis of Discipline and Personality in Blended Environments","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conscientiousness; Personality; Big Five personality traits; Psychology; Trait; Significant difference; Big Five personality traits and culture; Social psychology; Computer science; Extraversion and introversion; Mathematics; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004365693,0.00004792878,0.0002216273,0.0005605323,0.0001404389,0.00001461524,0.00009777593,0.00009983256,0.00007352196],"category_scores_gemma":[0.0003127399,0.00004688116,0.00002630725,0.0007009091,0.0003211101,0.00007997358,0.000009761102,0.0003659798,2.629719e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003198813,"about_ca_system_score_gemma":0.0003452041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001667279,"about_ca_topic_score_gemma":0.04428855,"domain_scores_codex":[0.9993529,0.0001235959,0.0001812068,0.00009977436,0.0000841085,0.0001584343],"domain_scores_gemma":[0.9995006,0.0000335545,0.0001451824,0.00003323186,0.00002486206,0.0002625826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005090112,0.000006832955,0.971207,0.000003226328,0.00005996402,0.0000323132,0.004110002,0.0001977832,0.000309253,0.001050801,0.000002443466,0.02301535],"study_design_scores_gemma":[0.001699049,0.001628056,0.4323105,0.00009735575,0.0008919179,0.00002945765,0.3248707,0.008594552,0.0002784524,0.001630409,0.2274756,0.000493974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879908,0.0004902775,0.00006861809,0.01123396,0.00001148083,0.00001900115,0.000002127088,0.000004396867,0.0001793234],"genre_scores_gemma":[0.9993509,0.0001366771,0.0004279648,0.00001399976,0.0000292138,1.869799e-7,0.000001358356,0.000003107779,0.00003658727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5388964,"threshold_uncertainty_score":0.9731507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257292920664306,"score_gpt":0.2885002422097317,"score_spread":0.2759273130030886,"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."}}