{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002328691,0.000212849,0.0003477544,0.001211003,0.0007102875,0.001510975,0.0003195151,0.000294911,0.001980833],"category_scores_gemma":[0.01110809,0.0001401483,0.0004221156,0.001058513,0.0003901061,0.0006468404,0.001212445,0.0005758834,0.0002983926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005407649,"about_ca_system_score_gemma":0.0005914668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121783,"about_ca_topic_score_gemma":0.001454566,"domain_scores_codex":[0.9977643,0.001130827,0.0001286964,0.0001910712,0.0005837174,0.0002012493],"domain_scores_gemma":[0.9851168,0.006911261,0.003147464,0.001014534,0.001508742,0.002301111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005881993,0.0009702609,0.9414942,0.00004761945,0.00009549734,0.0001457551,0.003344964,0.0005506176,0.00309506,0.0002947841,0.0001081904,0.0492649],"study_design_scores_gemma":[0.000009318008,0.0006726969,0.9942159,0.000008486199,0.00001902103,0.00008252067,0.002058291,0.002052492,0.0004418888,0.0001842529,0.0002429223,0.00001212806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988024,0.00001856017,0.0006058715,0.00001168334,0.000002426597,0.00001219394,0.0000185121,0.000004600949,0.0005237428],"genre_scores_gemma":[0.9988889,0.00001314106,0.0006837443,0.000004945751,0.000002382633,0.00001727195,0.00003035844,0.000001802321,0.0003574813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002328691,"threshold_uncertainty_score":0.01231545,"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."}}