{"id":"W1908854355","doi":"10.3968/7488","title":"A Study of Learning Pressure, Learning Attitudes, and Achievement among Macau Undergraduates","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Correlation; Positive correlation; Academic achievement; Negative correlation; Mathematics; Medicine","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":[0.0008821019,0.0002865315,0.0003019342,0.001391759,0.001806334,0.0009390899,0.0003298881,0.0003226379,0.001534619],"category_scores_gemma":[0.003253457,0.0001729927,0.0002243751,0.001167404,0.0007510741,0.0004633558,0.0006816562,0.0005879318,0.0001473073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566558,"about_ca_system_score_gemma":0.002322324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.051182,"about_ca_topic_score_gemma":0.07876922,"domain_scores_codex":[0.9994874,0.0001180297,0.00003136564,0.00004855079,0.0001815875,0.0001330646],"domain_scores_gemma":[0.9975681,0.0004276829,0.0005348201,0.00007151052,0.0003695783,0.001028384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005494275,0.0004381127,0.9748842,0.00002497737,0.00001885287,0.0001486977,0.01413295,0.00001641497,0.0008390999,0.0001325946,0.0001268223,0.009182465],"study_design_scores_gemma":[0.000003391297,0.0001540084,0.9947147,0.000006038604,0.000007730294,0.00003559087,0.004608897,0.00006566702,0.0001031547,0.0000269848,0.0002692592,0.000004431681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999744,0.00002256201,0.000009876324,0.0000277667,0.000001208928,0.000003508492,0.000005073618,5.845926e-7,0.0001854954],"genre_scores_gemma":[0.9996789,0.00003301917,0.00003615979,0.00002751542,0.000004710927,0.000008335722,0.00001033042,3.147264e-7,0.0002006929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.051182,"threshold_uncertainty_score":0.1017682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575386942618877,"score_gpt":0.3288783354780144,"score_spread":0.2931244660518256,"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."}}