{"id":"W4311947450","doi":"10.31234/osf.io/jbgtm","title":"The Minimally Meaningful Effect Size: A Vital Component of Pre-Registrations","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Research Topics","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Replication (statistics); Rigour; Context (archaeology); Replicate; Computer science; Resource (disambiguation); Post hoc; Psychology; Statistics; Biology; Epistemology; Mathematics; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5156856,0.001995016,0.004692191,0.01086213,0.004992573,0.008870873,0.006721853,0.005593645,0.02020997],"category_scores_gemma":[0.8671243,0.00316299,0.004620064,0.009322089,0.01077522,0.01136773,0.007065782,0.01176825,0.01062135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003063487,"about_ca_system_score_gemma":0.015896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306467,"about_ca_topic_score_gemma":0.00376514,"domain_scores_codex":[0.4983491,0.3546089,0.07281245,0.01433967,0.05769314,0.002196751],"domain_scores_gemma":[0.09611376,0.5881307,0.03551038,0.1711065,0.1063687,0.002769987],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004971759,0.0009513995,0.01247172,0.02222149,0.001254985,0.0006470229,0.0322794,0.001643319,0.01285713,0.0840268,0.1116784,0.7149966],"study_design_scores_gemma":[0.002802199,0.004838231,0.06033168,0.02509268,0.001887711,0.001823575,0.008361,0.009080537,0.03691441,0.2739941,0.5732843,0.001589632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03836355,0.005936223,0.7952542,0.0188161,0.01306388,0.07439245,0.006641328,0.005570389,0.04196182],"genre_scores_gemma":[0.06882121,0.001019247,0.847568,0.002339518,0.001057057,0.07247162,0.001442539,0.001985483,0.003295374],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4843144,"threshold_uncertainty_score":0.5972459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0558914770573358,"score_gpt":0.4434716608876475,"score_spread":0.3875801838303117,"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."}}