{"id":"W3207994463","doi":"10.3968/12321","title":"The Analysis of the Current Situation of College Students’ English Reading Affection: Taking the Non-English Major Freshmen of Taishan University as an Example","year":2021,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affection; Reading (process); Psychology; Mathematics education; Pedagogy; Linguistics; Social psychology","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":[0.0003048466,0.0001163756,0.0001419373,0.000548306,0.0003785231,0.0004899557,0.00011135,0.0001966154,0.001293157],"category_scores_gemma":[0.0009122073,0.00006687889,0.0001586158,0.0004697261,0.0002462429,0.0002427452,0.0002943332,0.0002554532,0.0001385625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215484,"about_ca_system_score_gemma":0.0002340939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002718132,"about_ca_topic_score_gemma":0.005859555,"domain_scores_codex":[0.9998504,0.00003916302,0.00001947396,0.00002279043,0.00003192,0.00003620154],"domain_scores_gemma":[0.9990051,0.0001945245,0.0002887807,0.00003882025,0.0001920713,0.000280659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007044276,0.0001030648,0.9712615,0.00003491592,0.00001722203,0.0003023533,0.01176692,0.0000350802,0.003054406,0.00005570978,0.0001073939,0.0131909],"study_design_scores_gemma":[0.000001206942,0.00008494441,0.9877332,0.00000357525,0.000007937902,0.00009130473,0.01141697,0.00006591861,0.0002980856,0.00001969586,0.0002719788,0.000005099407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996127,0.0000186857,0.0000227176,0.00001584192,0.00000129273,0.000001740606,0.00001242919,7.353808e-7,0.0003138043],"genre_scores_gemma":[0.9996576,0.00002760836,0.00002614306,0.000008741142,0.000002950376,0.000002813473,0.0000356273,2.652506e-7,0.0002381969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002718132,"threshold_uncertainty_score":0.005404651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810996957558875,"score_gpt":0.3571554122580523,"score_spread":0.3290454426824636,"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."}}