{"id":"W1562991890","doi":"10.21432/t2v88j","title":"Lost in the lifeworld: Technology help seeking and giving on diverse, post-secondary campuses / Perdu dans le monde vécu: solliciter et fournir une aide technologique dans les institutions postsecondaires marquées par la diversité","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Information and Communications Technology; Humanities; Pedagogy; Adaptation (eye); Sociology; Political science; Library science; Psychology; 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":[0.005116891,0.0007813564,0.001049938,0.00133679,0.02159258,0.01299883,0.001972941,0.002634212,0.002946933],"category_scores_gemma":[0.009447617,0.0005178474,0.0005856585,0.001287738,0.01550535,0.005852757,0.0160671,0.006024569,0.0007335743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00416679,"about_ca_system_score_gemma":0.002738217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008103984,"about_ca_topic_score_gemma":0.01774075,"domain_scores_codex":[0.9939517,0.003949141,0.0001664156,0.0003128883,0.0005986194,0.001021279],"domain_scores_gemma":[0.993316,0.00175109,0.0007830507,0.0004385945,0.0005556075,0.003155711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002624208,0.00008091376,0.003650314,0.0000483978,0.000005407907,0.0007843821,0.9881961,0.00002312,0.0003397304,0.0007673659,0.000576965,0.005500957],"study_design_scores_gemma":[0.000001982396,0.00006099114,0.002260305,0.00003436839,0.000003610717,0.0002730041,0.9888235,0.00003079124,0.0001649002,0.0001383825,0.008195234,0.00001292108],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917679,0.0005884949,0.0005701202,0.002644054,0.00009387047,0.00003395619,0.0000271285,0.00002405445,0.004250359],"genre_scores_gemma":[0.9955463,0.000466955,0.0003154012,0.0005263931,0.00003449445,0.00002957797,0.00001815363,0.00002429507,0.003038265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02159258,"threshold_uncertainty_score":0.03023237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861866957183006,"score_gpt":0.2819936655152898,"score_spread":0.2633749959434598,"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."}}