{"id":"W4394629697","doi":"10.21432/cjlt278901","title":"The Effects of One-to-One Laptop Program on Help-Seeking and Homework Completion","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Laptop; Psychology; Mathematics education; Computer science; Computer-Assisted Instruction; Pedagogy","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":[0.0003865371,0.00005871956,0.0001732105,0.0001797632,0.0006141239,0.00006134848,0.0001474843,0.0001264408,0.000003774293],"category_scores_gemma":[0.003936855,0.00005144431,0.00002173264,0.000442995,0.0003674958,0.00003097995,0.00001146625,0.0005133097,0.000001336025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005376719,"about_ca_system_score_gemma":0.0002103653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009689748,"about_ca_topic_score_gemma":0.004468018,"domain_scores_codex":[0.9992607,0.0001302402,0.0001457081,0.00008476358,0.0001302915,0.0002482448],"domain_scores_gemma":[0.999026,0.0003176455,0.0001830916,0.00004053415,0.00008783243,0.0003448854],"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":[0.00005192018,0.00002816522,0.3575529,0.00005132896,0.0001076271,0.00003118498,0.02706597,0.000005196493,0.002422442,0.01624488,0.0003076739,0.5961308],"study_design_scores_gemma":[0.002813036,0.01488154,0.1484013,0.003094281,0.0002224757,0.00005306696,0.08594596,0.00006393795,0.002141095,0.01866799,0.7228111,0.0009041424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754932,0.0006336333,0.00008663836,0.0228243,0.0001857705,0.0001397528,7.10102e-7,0.00003139313,0.0006046246],"genre_scores_gemma":[0.9994515,0.0001241814,0.0001906003,0.00007566385,0.0001311479,0.000001286179,1.375092e-7,0.000007071669,0.00001839457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7225034,"threshold_uncertainty_score":0.4723407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148899451539792,"score_gpt":0.2939313905940877,"score_spread":0.2724423960786898,"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."}}