{"id":"W1593078233","doi":"","title":"Contextualizing College ESL Classroom Praxis: A Participatory Approach to Effective Instruction (review)","year":2007,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Praxis; Citizen journalism; Mathematics education; Pedagogy; Sociology; Participatory action research; Computer science; Psychology; Epistemology; World Wide Web; Philosophy; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0239655,0.0008012357,0.002936981,0.005100498,0.001780138,0.004351217,0.002208157,0.001468299,0.002641892],"category_scores_gemma":[0.04691648,0.0005230531,0.001017307,0.0051182,0.002847549,0.003851809,0.003078905,0.001826784,0.0002590787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005539618,"about_ca_system_score_gemma":0.03465991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02315388,"about_ca_topic_score_gemma":0.114311,"domain_scores_codex":[0.9817868,0.01035432,0.002627569,0.0009882782,0.003808414,0.0004346462],"domain_scores_gemma":[0.9539574,0.03543748,0.002562334,0.001162955,0.006133853,0.0007459798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001143301,0.0002120949,0.001002793,0.05558885,0.0003175704,0.0001136647,0.005672532,0.00008825502,0.0003616351,0.001808952,0.005105632,0.9296138],"study_design_scores_gemma":[0.001257372,0.002214713,0.03190544,0.3591813,0.007234968,0.0009551278,0.05037373,0.0003421056,0.003264642,0.008374117,0.5347142,0.0001822141],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01241608,0.9636201,0.00290868,0.01378884,0.001001897,0.00152261,0.0002010413,0.00004423713,0.004496491],"genre_scores_gemma":[0.101568,0.8786307,0.01172761,0.003824939,0.0005086334,0.002831893,0.0001598256,0.00001964697,0.0007287404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0239655,"threshold_uncertainty_score":0.1267433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03449230579964113,"score_gpt":0.2492492154905445,"score_spread":0.2147569096909033,"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."}}