{"id":"W7007987772","doi":"","title":"Articulating technological and pedagogical accessibility for adult learners in distance education","year":2022,"lang":"en","type":"other","venue":"R-libre (Université Téluq)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics); Subject (documents); Work (physics); Distance education; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002643084,0.0003755432,0.000487436,0.0003065958,0.000206335,0.00005852822,0.0004686323,0.000491047,0.002447133],"category_scores_gemma":[0.0003367159,0.0004014299,0.0001245052,0.0008903999,0.000326831,0.0002523056,0.0004823825,0.000621998,0.00006259172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006576206,"about_ca_system_score_gemma":0.0002166777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001744861,"about_ca_topic_score_gemma":0.0008681903,"domain_scores_codex":[0.9977907,0.0001591324,0.0002318713,0.001031777,0.0003335267,0.0004530204],"domain_scores_gemma":[0.9987981,0.0001218401,0.0003542101,0.0005324284,0.00006395818,0.0001294762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007675961,0.001267827,0.06283446,0.0008553055,0.0001694491,0.0001150939,0.00156397,0.00004512585,0.001236834,0.03178044,0.1513181,0.7480458],"study_design_scores_gemma":[0.002103732,0.0001632651,0.09115218,0.0003284171,0.0001480499,0.00002400532,0.01265203,0.001302614,0.00001551313,0.002106311,0.8888763,0.001127587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7869859,0.002018008,0.0006688869,0.001767677,0.0002781626,0.003228785,0.0006536045,0.001995325,0.2024037],"genre_scores_gemma":[0.626865,0.0001094928,0.003115581,0.0001747768,0.0001665474,0.0001733746,0.0006891569,0.0008384581,0.3678676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7469182,"threshold_uncertainty_score":0.9998438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04214598811828998,"score_gpt":0.309542765709299,"score_spread":0.267396777591009,"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."}}