{"id":"W7020242529","doi":"","title":"Learning and Technology Adoption in Developing Countries","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Developing country; Developed country; Government (linguistics); Work (physics); Information technology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001273559,0.0002582742,0.0002883325,0.001587281,0.001707488,0.003184274,0.0002694368,0.0007574358,0.00445244],"category_scores_gemma":[0.004548058,0.0001522879,0.000246448,0.0040306,0.001984832,0.002177665,0.002277726,0.001209584,0.0001959551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003450051,"about_ca_system_score_gemma":0.001627737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01567623,"about_ca_topic_score_gemma":0.01269776,"domain_scores_codex":[0.9990506,0.0004258574,0.00004646579,0.00008091753,0.00007331241,0.0003228408],"domain_scores_gemma":[0.9966694,0.001929011,0.0008542717,0.00008295333,0.0001976935,0.0002667919],"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":[0.0003821963,0.001190358,0.3709502,0.001092806,0.0001505812,0.003192668,0.1296621,0.01151699,0.001230022,0.2424397,0.007379803,0.2308127],"study_design_scores_gemma":[0.0000945235,0.0005228017,0.6932458,0.001810455,0.0001159953,0.0006453856,0.1631891,0.004495436,0.001282023,0.0336337,0.1008666,0.00009825289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194788,0.007538613,0.0007916093,0.006099456,0.00003730295,0.00005673675,0.0002402703,0.000009003584,0.06574825],"genre_scores_gemma":[0.9914244,0.00616304,0.0002628267,0.000196302,0.00001546363,0.00002971772,0.00004614153,0.000002129189,0.001859886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01567623,"threshold_uncertainty_score":0.03116995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798142231533948,"score_gpt":0.2554868951841665,"score_spread":0.237505472868827,"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."}}