{"id":"W2889938366","doi":"10.3968/10458","title":"Theories, Practices, Challenges, and the New Tendency in Connecting Reading and Writing","year":2018,"lang":"en","type":"article","venue":"Canadian social science","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Enthusiasm; Task (project management); Process (computing); Similarity (geometry); Writing process; Computer science; Foreign language; Mathematics education; Linguistics; Pedagogy; Sociology; Psychology; Social psychology; Management; Artificial intelligence","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":[0.01729881,0.0005074443,0.0003893566,0.008650686,0.007387088,0.02102649,0.002966697,0.004679186,0.001937284],"category_scores_gemma":[0.01806221,0.0005311313,0.0004064845,0.006012802,0.1216056,0.02595156,0.007453222,0.005858289,0.000374759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034472,"about_ca_system_score_gemma":0.0108624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009052355,"about_ca_topic_score_gemma":0.009190632,"domain_scores_codex":[0.9816363,0.01096346,0.000927477,0.00257869,0.003012655,0.0008814636],"domain_scores_gemma":[0.9705597,0.02116107,0.002465306,0.002389433,0.002011605,0.001412862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001581354,0.00007136926,0.003427684,0.0002580576,0.000008991476,0.0005563529,0.2463768,0.0001682218,0.0001574987,0.7054844,0.001318881,0.04215594],"study_design_scores_gemma":[0.00001511624,0.00004350561,0.003186488,0.0009823753,0.000009715517,0.0006496988,0.3157784,0.0006191399,0.0003342847,0.5864407,0.09190045,0.00004010406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3152536,0.06872743,0.03033615,0.2493493,0.002374106,0.0001928036,0.00006255001,0.0001484445,0.3335556],"genre_scores_gemma":[0.9721919,0.01255156,0.00605838,0.001654654,0.0004413052,0.0001386769,0.00002368241,0.0000387527,0.006901144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02102649,"threshold_uncertainty_score":0.09148598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05761485361841875,"score_gpt":0.2963889884521572,"score_spread":0.2387741348337385,"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."}}