{"id":"W2948271338","doi":"10.1123/jmld.2018-0021","title":"Coaches’ and Officials’ Self-Reporting of Observational Learning","year":2019,"lang":"en","type":"article","venue":"Journal of Motor Learning and Development","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Observational study; Observational learning; Coaching; Psychology; Elite; Observational methods in psychology; Coding (social sciences); Applied psychology; Medical education; Pedagogy; Experiential learning; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.00199561,0.00009891221,0.000321188,0.0001261116,0.0001036472,0.00001068567,0.00005567977,0.0001012391,0.0003338686],"category_scores_gemma":[0.0001683206,0.00008554556,0.00003530853,0.00006796838,0.00003190443,0.0000758075,0.00002580147,0.0004765816,0.00001932018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001787767,"about_ca_system_score_gemma":0.0001151064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003172856,"about_ca_topic_score_gemma":4.30875e-7,"domain_scores_codex":[0.9984089,0.00007729927,0.00104126,0.0001358718,0.0001855621,0.0001511347],"domain_scores_gemma":[0.9975852,0.0001455252,0.002018176,0.00004773455,0.0001403106,0.00006309709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001480722,0.00005288813,0.977768,0.00003518807,0.0001351307,0.00001472176,0.005002457,0.00007635132,0.000650782,0.00009343815,0.00006242852,0.01596053],"study_design_scores_gemma":[0.0006638463,0.0002838409,0.934404,0.00007908054,0.00001375311,0.0002524566,0.001789045,0.00004772481,0.0001140987,0.000008816922,0.06224896,0.00009444528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961854,0.0007626733,0.0001175504,0.00007781788,0.0004354061,0.00006039306,1.310844e-7,0.0000136526,0.002346958],"genre_scores_gemma":[0.992092,0.00007568463,0.005434166,0.00005649728,0.00008819115,0.000001519357,0.000001925718,0.00001002767,0.002239946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06218654,"threshold_uncertainty_score":0.3655627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05287956087479116,"score_gpt":0.3312825813119132,"score_spread":0.278403020437122,"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."}}