{"id":"W4405662608","doi":"10.5709/acp-0436-9","title":"Contemporary Approaches to Assessing Psychomotor Efficiency: A Study in Sports Psychology and Transportation","year":2024,"lang":"en","type":"article","venue":"Advances in Cognitive Psychology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Psychology; Psychomotor learning; Sport psychology; Applied psychology; Cognitive psychology; Engineering ethics; Engineering; Cognition; Psychiatry","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":[0.001102091,0.000241911,0.0005137448,0.001005078,0.00003583979,0.0000321828,0.0001128423,0.0001504855,0.00007715265],"category_scores_gemma":[0.0001658121,0.0002253585,0.00004430975,0.001182264,0.0002835675,0.00037921,0.00001443965,0.0006225031,0.0000200972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003919267,"about_ca_system_score_gemma":0.00009912852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001546769,"about_ca_topic_score_gemma":0.000182477,"domain_scores_codex":[0.9973083,0.0002462503,0.0006368408,0.001065945,0.0003098086,0.0004329041],"domain_scores_gemma":[0.9990168,0.0004901318,0.00004877803,0.0002475632,0.00005145555,0.0001452787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001459486,0.001833445,0.6633165,0.0002122705,0.00003940385,0.001737009,0.00618346,0.000003789202,0.0002424961,0.0001274657,0.0001490394,0.3246957],"study_design_scores_gemma":[0.004156726,0.001704595,0.9864011,0.0007494935,0.00002721739,0.0001283617,0.003418004,0.0001159086,0.00002070264,0.001689797,0.001365017,0.0002230329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648695,0.006798723,0.005041888,0.002816604,0.0005614485,0.002320004,0.00001788693,0.00008397784,0.01748996],"genre_scores_gemma":[0.9963559,0.0002753534,0.001462559,0.001226615,0.00007594317,0.0004885007,0.00002678833,0.00003976412,0.00004857101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3244726,"threshold_uncertainty_score":0.9189854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2837099560811679,"score_gpt":0.4981865500421434,"score_spread":0.2144765939609755,"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."}}