{"id":"W3178393127","doi":"10.51224/b1000","title":"Essentials of exercise and sport psychology: An open access textbook","year":2021,"lang":"en","type":"book","venue":"Society for Transparency, Openness, and Replication in Kinesiology eBooks","topic":"Sports and Physical Education Research","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Institut Universitaire de Gériatrie de Montréal; University of Toronto; Université de Montréal; University of Calgary; University of Victoria","funders":"","keywords":"Sport psychology; Psychology; Set (abstract data type); Applied psychology; Computer science","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":[0.001450069,0.0003480523,0.001211721,0.0001055685,0.0005302589,0.00005460444,0.001107631,0.001049459,0.0004031027],"category_scores_gemma":[0.0000375225,0.0003069665,0.0001897658,0.00009905466,0.0007112967,0.0002469587,0.0003606576,0.0007284366,0.0000026944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005337023,"about_ca_system_score_gemma":0.001892947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005018467,"about_ca_topic_score_gemma":0.0002910347,"domain_scores_codex":[0.996624,0.0001169162,0.001228896,0.001397582,0.0001682256,0.0004643757],"domain_scores_gemma":[0.9970407,0.0003282862,0.0006916551,0.001194128,0.0005469052,0.0001983333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003554468,0.002850946,0.2319709,0.03526897,0.001294252,0.00001600809,0.05033342,0.00001254267,0.00566207,0.1921977,0.3358068,0.1410318],"study_design_scores_gemma":[0.005827955,0.000508367,0.4671255,0.004212493,0.0005334286,0.000008272321,0.003478529,0.00004691787,0.0001768567,0.1147312,0.4019487,0.001401701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4232686,0.01570401,0.00118234,0.00865475,0.004217132,0.04944303,0.002739885,0.0002730927,0.4945171],"genre_scores_gemma":[0.1809848,0.02172494,0.001779845,0.003459969,0.001022765,0.01323002,0.008914296,0.000293338,0.76859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2740729,"threshold_uncertainty_score":0.9999382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1878928436389432,"score_gpt":0.5421056826425585,"score_spread":0.3542128390036153,"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."}}