{"id":"W3179554967","doi":"10.82308/5596","title":"The importance of understanding the academic emotions of high school students at risk for academic failure","year":2013,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Psychology of Development and Education","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"At-risk students; Mathematics education; Academic achievement; Psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002192518,0.0003344097,0.0003893241,0.000177294,0.001774966,0.00002452128,0.001459845,0.0005989556,0.000736714],"category_scores_gemma":[0.0008387945,0.0002365787,0.0002082743,0.0004963488,0.0004010741,0.0004458737,0.0002360012,0.001555993,0.0003581606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005615613,"about_ca_system_score_gemma":0.00003821164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009815802,"about_ca_topic_score_gemma":0.0001498138,"domain_scores_codex":[0.9966359,0.0004497247,0.001087734,0.0005936942,0.0005232082,0.0007097249],"domain_scores_gemma":[0.9964099,0.001226737,0.001108415,0.0008288151,0.0002299492,0.0001961762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005182279,0.0004101857,0.4492627,0.00009435412,0.001619094,0.000002271678,0.0004319958,0.00002281055,0.02017135,0.5011976,0.007465837,0.01880362],"study_design_scores_gemma":[0.002206845,0.0001704697,0.6930227,0.0001232984,0.0002187309,0.00003218406,0.004905095,0.000004669715,0.002544165,0.2844901,0.01181934,0.0004623845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900393,0.0003713589,0.00001168614,0.001366518,0.001757616,0.001473447,0.0002242599,0.00006632049,0.00468952],"genre_scores_gemma":[0.9941702,0.0003655803,0.0003011232,0.0003949659,0.00007475314,0.0004530704,0.00003116455,0.00005990354,0.004149206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.24376,"threshold_uncertainty_score":0.9995246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04723653914772027,"score_gpt":0.3232298808561307,"score_spread":0.2759933417084104,"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."}}