{"id":"W7065877169","doi":"","title":"An Exploratory Case Study of the Participation and Interaction Among Elementary School English Language Learners and Native Speakers in Online Discussions","year":2009,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer-mediated communication; Exploratory research; Perception; First language; Discourse analysis; English as a second language; Data collection","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":[0.004655523,0.0007314584,0.0006542543,0.00157375,0.0121328,0.002948391,0.002000013,0.002867952,0.002979385],"category_scores_gemma":[0.007382111,0.0006914407,0.0005766601,0.001143969,0.00376312,0.002754375,0.00353684,0.002079793,0.0006382752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002346723,"about_ca_system_score_gemma":0.001757413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005749649,"about_ca_topic_score_gemma":0.01736704,"domain_scores_codex":[0.9946023,0.003324498,0.0002094561,0.0004734715,0.0005115027,0.0008787161],"domain_scores_gemma":[0.9927518,0.004597778,0.000714298,0.0002425653,0.0004754771,0.001218026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001486429,0.001082427,0.017651,0.0001296232,0.00001254984,0.01840273,0.9483936,0.000087496,0.00316517,0.0008859794,0.000412061,0.00962871],"study_design_scores_gemma":[0.00001814678,0.0008929206,0.01349593,0.00007324159,0.00001642512,0.005857852,0.9709137,0.0002652092,0.001478103,0.0002773675,0.006686324,0.00002482472],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959128,0.00008390505,0.0007052982,0.0002719509,0.00001199157,0.0001151593,0.0000314946,0.000007849694,0.002859532],"genre_scores_gemma":[0.9941924,0.0002199784,0.001500661,0.0001640704,0.00002019735,0.0001594838,0.00003289864,0.00001020594,0.003700093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0121328,"threshold_uncertainty_score":0.02462107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003594443105299684,"score_gpt":0.216372347636839,"score_spread":0.2127779045315394,"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."}}