{"id":"W2339216261","doi":"10.21432/t2d047","title":"Student communication and study habits of first-year university students in the digital era | Communication étudiante et habitudes d’étude des étudiants universitaires de première année à l’époque numérique","year":2016,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Humanities; Psychology; Pedagogy; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001726851,0.0002606644,0.0004451083,0.001533843,0.001652677,0.003240058,0.0004609195,0.0007906699,0.004035003],"category_scores_gemma":[0.006348245,0.0003197954,0.0003614291,0.0009294394,0.0006557898,0.001474828,0.001606173,0.001056851,0.0009402126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006161251,"about_ca_system_score_gemma":0.000516449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0028601,"about_ca_topic_score_gemma":0.003704557,"domain_scores_codex":[0.998744,0.0003815753,0.0001175276,0.0001381861,0.0003614085,0.000257228],"domain_scores_gemma":[0.9945453,0.00158135,0.001362441,0.0002141708,0.0008897111,0.001406982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001395101,0.0005583304,0.8577446,0.00009932659,0.00004651226,0.0003923656,0.101816,0.00006577709,0.00262052,0.0003235048,0.000444313,0.03574935],"study_design_scores_gemma":[0.00000720316,0.0004576054,0.8722292,0.00006326741,0.00001728273,0.0005641874,0.1181702,0.000227654,0.00102969,0.0001507771,0.007036696,0.00004622999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989734,0.0001377308,0.00007712762,0.00008468753,0.000005246244,0.000006006055,0.00001931196,0.000003097324,0.0006933918],"genre_scores_gemma":[0.9980872,0.0001578189,0.00009041842,0.00005072507,0.000008065671,0.00001802873,0.0000327108,0.000003335833,0.001551794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004035003,"threshold_uncertainty_score":0.01349843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106329626360493,"score_gpt":0.2673296520443561,"score_spread":0.2562663557807512,"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."}}