{"id":"W2763731579","doi":"10.7752/jpes.2017.01030","title":"Hope, perceived ability, and achievement in physical education classes","year":2017,"lang":"en","type":"paratext","venue":"Journal of Physical Education and Sport","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Physical education; Psychology; Trait; Social psychology; Developmental psychology; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002967119,0.0003152929,0.0007742943,0.0002605471,0.0001302577,0.0001675535,0.0002594488,0.0001960673,0.0002961977],"category_scores_gemma":[0.00004005963,0.0002676645,0.0001811684,0.00009431217,0.0001828442,0.0002820122,0.00005191738,0.0008283278,0.0001613471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220389,"about_ca_system_score_gemma":0.00126624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002542374,"about_ca_topic_score_gemma":0.00001047715,"domain_scores_codex":[0.99843,0.00008582242,0.0005424992,0.0003969,0.0002935104,0.0002512819],"domain_scores_gemma":[0.9982069,0.00008145501,0.0007990481,0.0003726611,0.0002827437,0.0002571495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000610197,0.03396861,0.02659852,0.0007908696,0.0004735496,0.00002178753,0.0595238,0.00003251697,0.001401848,0.0103489,0.4038184,0.462411],"study_design_scores_gemma":[0.001049378,0.0006515267,0.6764538,0.000673918,0.0002410258,0.00008557795,0.006689349,0.00004172245,0.00003061636,0.002473117,0.3110512,0.000558713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871012,0.0007216351,0.00000444491,0.001085612,0.003304103,0.000261288,0.00000585667,0.000003971874,0.1075119],"genre_scores_gemma":[0.9519552,0.0005561888,0.00007193123,0.0003412281,0.004451699,0.00002642877,0.00005583161,0.00003280944,0.04250871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6498553,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544190492916887,"score_gpt":0.3714524871057033,"score_spread":0.3560105821765345,"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."}}