{"id":"W1491902051","doi":"10.29173/slw7101","title":"MBTI® Personality Preferences and Diverse Online Learning Experiences","year":2001,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personality psychology; Psychology; Personality; Asynchronous communication; Mathematics education; Learning environment; Identity (music); Pedagogy; Medical education; Computer science; Social 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004421924,0.0001720371,0.0002175004,0.0001100904,0.001399186,0.0005363805,0.0003228451,0.00009985487,0.004113426],"category_scores_gemma":[0.00106196,0.0001553808,0.00006173117,0.0005326267,0.0006762324,0.001663079,0.0001617584,0.00049173,0.0000588005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003105223,"about_ca_system_score_gemma":0.000401738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064792,"about_ca_topic_score_gemma":0.002173618,"domain_scores_codex":[0.998045,0.0004085995,0.0002271836,0.0003860559,0.0004454687,0.0004877356],"domain_scores_gemma":[0.999055,0.0003041681,0.0001175636,0.0001326898,0.00005712052,0.0003334195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007202427,0.00007887757,0.8451024,0.00001336787,0.00002995541,0.00002986018,0.05391677,0.00001466332,0.00002221315,0.01035763,0.002047867,0.08831437],"study_design_scores_gemma":[0.0002013632,0.00005428311,0.04576642,0.00003945227,0.00001525211,0.000002495613,0.3100953,0.00004514448,0.00001860773,0.003331958,0.6401846,0.0002450764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491265,0.001081801,0.0000302059,0.004740303,0.0002374906,0.0001248193,0.000004332064,0.0002788199,0.04437577],"genre_scores_gemma":[0.9740301,0.0007997608,0.00386737,0.0002930192,0.0008294676,0.00001663088,0.00002219941,0.00001325759,0.02012818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.799336,"threshold_uncertainty_score":0.9999009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03222075091623916,"score_gpt":0.3013639065851692,"score_spread":0.26914315566893,"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."}}