{"id":"W4386498684","doi":"10.32920/24101454.v1","title":"Graduating undergraduate student Internet use: How tech-savvy is the Net Generation?","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"The Internet; Multimedia; World Wide Web; Psychology; Marketing; Computer science; Business","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":[0.0008110007,0.0001351638,0.0001910522,0.001210836,0.0007678175,0.002890709,0.0002942317,0.0005657602,0.003893232],"category_scores_gemma":[0.003085438,0.0001238638,0.0001801439,0.000761967,0.0006280392,0.001993969,0.001009628,0.0007323651,0.0008285808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003835094,"about_ca_system_score_gemma":0.0003124555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004829167,"about_ca_topic_score_gemma":0.007226046,"domain_scores_codex":[0.9996752,0.00007243282,0.00001972635,0.00004356715,0.0001007609,0.00008826434],"domain_scores_gemma":[0.9978412,0.0003127296,0.0005406144,0.00006864847,0.0002739739,0.0009627241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000468341,0.0002203406,0.9510015,0.00001647368,0.00001574973,0.0002078178,0.01687982,0.0000169382,0.0002692855,0.0003561412,0.00114211,0.02982703],"study_design_scores_gemma":[0.000004063034,0.0001384027,0.9166585,0.0000363096,0.0000187124,0.0002431386,0.07853066,0.0001513515,0.0001994372,0.0003274326,0.003679735,0.00001223705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969381,0.0001592865,0.00002998402,0.000722393,0.00001841858,0.000003688036,0.00003492067,0.000002175841,0.002091055],"genre_scores_gemma":[0.9983333,0.0002831332,0.00002186963,0.0001962806,0.00002479239,0.000004016561,0.00004938036,0.000002588264,0.001084688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004829167,"threshold_uncertainty_score":0.01302415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313339012904447,"score_gpt":0.3877515885901591,"score_spread":0.2564176872997144,"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."}}