{"id":"W3216704152","doi":"10.15520/sslej.v6i04.2778","title":"Does Distance Education Really Work","year":2021,"lang":"en","type":"article","venue":"Social Science Learning Education Journal","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Geography; Percentile; Political science; Statistics; Engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005439396,0.0003737306,0.0006374087,0.001203184,0.002664722,0.00780983,0.001720623,0.003925916,0.07609034],"category_scores_gemma":[0.05228917,0.0001916872,0.0007298687,0.001768937,0.002364831,0.009494718,0.004425394,0.003067678,0.02407651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002745415,"about_ca_system_score_gemma":0.004103685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00443438,"about_ca_topic_score_gemma":0.006077041,"domain_scores_codex":[0.9945351,0.002093134,0.0002006329,0.0006433462,0.001262875,0.001264966],"domain_scores_gemma":[0.9650812,0.01224689,0.002200649,0.002153937,0.005881418,0.01243599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002380693,0.0009922733,0.03289516,0.001556655,0.0001619924,0.0001960405,0.003509095,0.0002206416,0.0002448133,0.05656857,0.361999,0.5414177],"study_design_scores_gemma":[0.0003192063,0.001020196,0.06095143,0.006103797,0.0002031192,0.0008339289,0.02428194,0.0004553639,0.0008703324,0.09524331,0.8095756,0.0001418967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09871487,0.02094057,0.0031826,0.4589684,0.01205961,0.0001319922,0.001468548,0.0003936928,0.4041397],"genre_scores_gemma":[0.7552943,0.01537099,0.004651089,0.114865,0.004940385,0.0002319005,0.001571638,0.0004855776,0.1025891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07609034,"threshold_uncertainty_score":0.2545475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182157110585747,"score_gpt":0.3899372095117373,"score_spread":0.3717214984531625,"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."}}