{"id":"W1841921524","doi":"","title":"Women's Experiences as Distance Learners: Access and Technology","year":2008,"lang":"en","type":"article","venue":"International journal of e-learning & distance education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Distance education; Qualitative research; Teleconference; Sociology; Pedagogy; Psychology; Gender studies; Humanities; Library science; Art; Social science; Engineering; Computer science; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004526288,0.00009860146,0.0001473812,0.0002841515,0.0003880062,0.0001635162,0.0005482514,0.00006632801,0.0003602176],"category_scores_gemma":[0.001633642,0.00009623745,0.00003747213,0.0003654068,0.0006485815,0.000798989,0.00003575219,0.0003260761,0.00001291315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003869329,"about_ca_system_score_gemma":0.0009795052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000788299,"about_ca_topic_score_gemma":0.00004982984,"domain_scores_codex":[0.9986358,0.0001388526,0.0003027143,0.0001636598,0.0005542757,0.0002046727],"domain_scores_gemma":[0.9984601,0.0001193847,0.0004694806,0.00006879376,0.0007636597,0.0001186445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006438058,0.0002402437,0.216875,0.000006407198,0.00006526963,0.000009410552,0.7238614,0.00001264175,0.0000313641,0.03842707,0.002933194,0.01747362],"study_design_scores_gemma":[0.0001388811,0.00004437883,0.007407611,0.00005887682,0.000004217924,0.00003412198,0.6901838,0.000001766525,0.00002891374,0.001617359,0.300385,0.00009508176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945102,0.001677889,0.000838385,0.04481717,0.002506704,0.00006636358,4.403591e-7,0.00003779438,0.004953298],"genre_scores_gemma":[0.9931341,0.001336795,0.0002039014,0.0002391476,0.0007897847,0.00004697402,0.000001522147,0.000008478429,0.004239281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2974518,"threshold_uncertainty_score":0.394413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.061892631136854,"score_gpt":0.4031074148686374,"score_spread":0.3412147837317834,"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."}}