{"id":"W4409122585","doi":"10.1016/j.euroecorev.2025.105021","title":"“Try to Balance the Baseline”: A comment on “Parent–teacher meetings and student outcomes: Evidence from a developing country” by Islam (2019)","year":2025,"lang":"en","type":"article","venue":"European Economic Review","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Rehabilitation Research Network; University of Ottawa","funders":"","keywords":"Islam; Baseline (sea); Balance (ability); Economics; Psychology; Political science; Law; Theology; Philosophy","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":[],"category_scores_codex":[0.05041478,0.002225404,0.002685603,0.002024116,0.005481694,0.005280304,0.008760163,0.04768251,0.004227559],"category_scores_gemma":[0.1759441,0.001451562,0.003821133,0.003006931,0.01096008,0.01014703,0.003870706,0.06416854,0.004551127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007205793,"about_ca_system_score_gemma":0.01172536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03153222,"about_ca_topic_score_gemma":0.0294605,"domain_scores_codex":[0.9546296,0.02450076,0.006318567,0.005230344,0.007837656,0.001483118],"domain_scores_gemma":[0.7767978,0.1694986,0.009141054,0.005541438,0.03494433,0.004076781],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008461304,0.00001840103,0.0003792667,0.0004289308,0.00006258945,0.0001374041,0.0006821695,0.00006268717,0.0001154704,0.002576628,0.9904021,0.005049706],"study_design_scores_gemma":[0.0002563422,0.0001621674,0.002890971,0.004607561,0.0002781178,0.0005741622,0.002396564,0.0005554247,0.001055653,0.01684894,0.9700431,0.0003308874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002123483,0.004829044,0.0002229701,0.9729992,0.02129058,0.0000137833,0.0001236215,0.00002917469,0.0002792219],"genre_scores_gemma":[0.002137833,0.001951983,0.0003968438,0.9804204,0.01439871,0.0000548517,0.00002558081,0.00002851455,0.0005852947],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9495852,"threshold_uncertainty_score":0.2666221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06837777428491329,"score_gpt":0.3862682087489107,"score_spread":0.3178904344639975,"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."}}