{"id":"W4396736539","doi":"10.29173/isotl673","title":"The Differential Nature of Remote Learning Among University Students","year":2024,"lang":"en","type":"article","venue":"Imagining SoTL","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Differential (mechanical device); Mathematics education; Psychology; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008642322,0.0001823082,0.0002620769,0.0009467888,0.001080366,0.001817933,0.0004105119,0.0005539287,0.006407532],"category_scores_gemma":[0.006726041,0.000145164,0.0003016315,0.0006874504,0.0007125248,0.0009034128,0.002004192,0.0008547084,0.0009079285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004455551,"about_ca_system_score_gemma":0.0004725642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567696,"about_ca_topic_score_gemma":0.00352441,"domain_scores_codex":[0.9984953,0.0003835125,0.0001032644,0.0001613953,0.0004566734,0.0003997357],"domain_scores_gemma":[0.9943884,0.001048619,0.00149718,0.0002126054,0.0005013745,0.002351719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003095001,0.0008406637,0.9153669,0.0001154817,0.00004936234,0.0006199452,0.02815212,0.00009175902,0.005302763,0.000445425,0.0006395755,0.04806658],"study_design_scores_gemma":[0.00000514207,0.0004037945,0.9599625,0.00003100237,0.00001023794,0.0003837488,0.03696593,0.0001023777,0.0005005409,0.0001614736,0.001455368,0.00001791376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979832,0.00006559479,0.00005714502,0.0001328186,0.000007992749,0.000006796614,0.00002152657,0.000002864199,0.001722133],"genre_scores_gemma":[0.9993375,0.00004990731,0.00003242353,0.0000562626,0.00001017243,0.000006262965,0.00001713844,0.000001583477,0.0004888406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006407532,"threshold_uncertainty_score":0.02143532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00717653389870335,"score_gpt":0.3153840571320739,"score_spread":0.3082075232333705,"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."}}