{"id":"W2980937368","doi":"10.5539/ijel.v9n6p93","title":"Design and Development of Cloud Learning Tool for English Sentence Patterns","year":2019,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sentence; Class (philosophy); Mathematics education; Curriculum; Computer science; Control (management); Cloud computing; Artificial intelligence; Psychology; Pedagogy","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":[0.001084815,0.0006383568,0.0004412083,0.001027132,0.0005008245,0.0009331253,0.001677231,0.0006069469,0.003787087],"category_scores_gemma":[0.001740288,0.0003940567,0.0006629372,0.000384665,0.0003849025,0.001065593,0.0008984503,0.0004847675,0.0008213444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004615352,"about_ca_system_score_gemma":0.001869018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115659,"about_ca_topic_score_gemma":0.00100851,"domain_scores_codex":[0.9990003,0.0002458802,0.00009673023,0.0002159829,0.000284313,0.0001569756],"domain_scores_gemma":[0.9988657,0.0002958866,0.0001021117,0.0001071275,0.0003955159,0.0002335875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001500833,0.002791705,0.02301903,0.002463409,0.0001137697,0.003719862,0.005742474,0.00645855,0.252279,0.006556433,0.006474544,0.6888805],"study_design_scores_gemma":[0.002275022,0.01879946,0.07612278,0.00120053,0.00074327,0.005966621,0.01035069,0.1892748,0.4167416,0.005172061,0.2729188,0.000434343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3137631,0.0003121244,0.6584422,0.0003566216,0.0001399618,0.009481918,0.0005085293,0.006582977,0.01041254],"genre_scores_gemma":[0.2911307,0.0002198596,0.6948038,0.0001884854,0.00002116495,0.00472663,0.0004195053,0.0002881003,0.008201652],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003787087,"threshold_uncertainty_score":0.01266909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684936881008549,"score_gpt":0.3224077348973601,"score_spread":0.2955583660872746,"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."}}