{"id":"W4308725914","doi":"10.15626/mp.2021.2803","title":"Meta-Analytic Findings of the Self-Controlled Motor Learning Literature: Underpowered, Biased, and Lacking Evidential Value","year":2022,"lang":"en","type":"article","venue":"Meta-Psychology","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa","funders":"","keywords":"Moderation; Psychology; Selection bias; Robustness (evolution); Publication bias; Meta-analysis; Statistics; Social psychology; Medicine; Mathematics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3160896,0.003900612,0.01496167,0.01563863,0.001415905,0.01176749,0.005407782,0.004272429,0.005114566],"category_scores_gemma":[0.5962925,0.00301758,0.04065011,0.01299676,0.005592751,0.00915664,0.005176279,0.004925286,0.000791073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004702144,"about_ca_system_score_gemma":0.006138179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003571237,"about_ca_topic_score_gemma":0.008311599,"domain_scores_codex":[0.6888887,0.1866214,0.07461776,0.02051632,0.02736595,0.00198974],"domain_scores_gemma":[0.2442551,0.6875021,0.03238775,0.02184964,0.01284506,0.00116024],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001807419,0.00004904306,0.01494318,0.2540793,0.6787665,0.00042993,0.0008270251,0.001212575,0.0004067409,0.002507015,0.001729242,0.04324195],"study_design_scores_gemma":[0.0009846847,0.0004962868,0.0100449,0.08922376,0.8735343,0.0006034483,0.0004691731,0.0009394055,0.0006597514,0.01097317,0.01196472,0.0001064082],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009137166,0.9554598,0.02414069,0.003722443,0.001501702,0.001918892,0.001158804,0.0002239707,0.002736564],"genre_scores_gemma":[0.6088126,0.3174738,0.04932694,0.0124448,0.002286284,0.006130102,0.001995005,0.0005605539,0.0009699997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9850383,"threshold_uncertainty_score":0.8433833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3099148603923441,"score_gpt":0.382829465661358,"score_spread":0.07291460526901389,"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."}}