{"id":"W2492645345","doi":"","title":"Student Communication and Study Habits of First-Year University Students in the Digital Era.","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Higher education; Electronic learning; Psychology; Computer-mediated communication; Pedagogy; Educational technology; Computer science; The Internet; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008512999,0.0001583267,0.0002721956,0.001480586,0.0007754131,0.001982173,0.0004122095,0.0008103792,0.002869178],"category_scores_gemma":[0.009860526,0.0001591145,0.0002409351,0.0008990814,0.0003975555,0.0009936392,0.001086315,0.0008733631,0.0007294495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005277226,"about_ca_system_score_gemma":0.0005640236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007491773,"about_ca_topic_score_gemma":0.01071011,"domain_scores_codex":[0.9994022,0.0001600403,0.00007040596,0.00006523234,0.0001586456,0.0001435011],"domain_scores_gemma":[0.9910395,0.002225937,0.002268806,0.0002084534,0.0009074028,0.003349968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002119376,0.0004619589,0.9794979,0.00002501694,0.0000313481,0.000145495,0.009053868,0.00003800021,0.0003326272,0.00005709056,0.0003334473,0.009811302],"study_design_scores_gemma":[0.000004855629,0.000201343,0.9853339,0.0000191352,0.00001600904,0.0002033554,0.01327706,0.0001227657,0.00009663834,0.00003806796,0.0006729432,0.00001396616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998901,0.0001379238,0.00001158479,0.0000653676,0.000006887198,0.000004046597,0.00004386987,0.00000186256,0.000827411],"genre_scores_gemma":[0.9993632,0.0000908829,0.0000148737,0.00002446556,0.000005335065,0.000003832758,0.00004232053,0.000001307385,0.0004538056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007491773,"threshold_uncertainty_score":0.01489633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008922954281820697,"score_gpt":0.2751097020433066,"score_spread":0.2661867477614859,"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."}}