{"id":"W2123202060","doi":"10.47678/cjhe.v42i3.2044","title":"Sense of belonging and first-year academic literacy","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Literacy; Multiculturalism; Sense of community; Context (archaeology); Affect (linguistics); Perception; Pedagogy; Higher education; Space (punctuation); Mathematics education; Psychology; Sociology; Social psychology; Linguistics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003020793,0.0003311226,0.0004816655,0.001775252,0.004978553,0.00446775,0.0006197583,0.0007946683,0.002544055],"category_scores_gemma":[0.0129216,0.0001440714,0.00041785,0.0008422261,0.005031461,0.002015593,0.005499444,0.001951735,0.0001626605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002047111,"about_ca_system_score_gemma":0.002230994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01905396,"about_ca_topic_score_gemma":0.04094899,"domain_scores_codex":[0.9971985,0.0009859082,0.0001298953,0.0001984403,0.000800669,0.0006866097],"domain_scores_gemma":[0.9875242,0.002469104,0.003777187,0.0004825577,0.00114751,0.004599328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001438926,0.0006457908,0.7111227,0.0001487879,0.0001100858,0.0005496502,0.2357052,0.0001554295,0.0007959081,0.004052084,0.0006935275,0.04587696],"study_design_scores_gemma":[0.000005597738,0.0002208416,0.7573196,0.0001182696,0.00002670501,0.0003825242,0.2361126,0.0001509771,0.0001731912,0.001624045,0.003809324,0.00005624529],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940051,0.0002058899,0.0001940457,0.0003556779,0.00002190605,0.00001320277,0.00001220095,0.000003511503,0.005188423],"genre_scores_gemma":[0.9994339,0.00008931329,0.00006479407,0.00003886112,0.000006474141,0.000004667393,0.00001104903,0.000001263163,0.0003495461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01905396,"threshold_uncertainty_score":0.03788614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03051669584498734,"score_gpt":0.357663515780425,"score_spread":0.3271468199354377,"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."}}