{"id":"W3096724785","doi":"10.1017/s0272263120000327","title":"A CALL FOR CAUTIOUS INTERPRETATION OF META-ANALYTIC REVIEWS","year":2020,"lang":"en","type":"article","venue":"Studies in Second Language Acquisition","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Meta-analysis; Replication (statistics); Psychology; Interpretation (philosophy); Outcome (game theory); Reading (process); Domain (mathematical analysis); Variable (mathematics); Cognitive psychology; Inclusion (mineral); Empirical research; Computer science; Epistemology; Management science; Econometrics; Social psychology; Statistics; Linguistics; Mathematics; Mathematical economics; Medicine; Economics","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6811363,0.006581642,0.02181752,0.02807569,0.007160903,0.03269976,0.02913163,0.02452433,0.00372156],"category_scores_gemma":[0.8569013,0.006979139,0.01772507,0.01533125,0.03772059,0.02751993,0.01367263,0.06707883,0.003068206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01346832,"about_ca_system_score_gemma":0.02921916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006074453,"about_ca_topic_score_gemma":0.007377581,"domain_scores_codex":[0.1803061,0.6089841,0.1155991,0.01766831,0.07544122,0.002001157],"domain_scores_gemma":[0.09612593,0.7845028,0.02380418,0.04393788,0.0492154,0.002413798],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003130287,0.00042933,0.005433327,0.1162772,0.03506583,0.003776367,0.04174761,0.005844517,0.002017472,0.1802058,0.4123937,0.1936785],"study_design_scores_gemma":[0.002039901,0.0005424005,0.00269067,0.1388111,0.01010823,0.002716777,0.01139054,0.008576941,0.002559272,0.550476,0.2688,0.001288162],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003484186,0.1615775,0.1844624,0.556796,0.08059338,0.003701851,0.001072396,0.002533654,0.005778571],"genre_scores_gemma":[0.1002679,0.05258746,0.439835,0.3542966,0.0380965,0.009597634,0.0004090427,0.00193101,0.002978829],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3188637,"threshold_uncertainty_score":0.3932158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3777710359877933,"score_gpt":0.4507140603664844,"score_spread":0.0729430243786911,"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."}}