{"id":"W4408718377","doi":"10.2139/ssrn.5187791","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":"SSRN Electronic Journal","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Islam; Balance (ability); Baseline (sea); Psychology; Medicine; Sociology; Religious studies; Political science; Theology; Philosophy; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.03030493,0.00150206,0.00225868,0.001488295,0.01147464,0.005984288,0.008492873,0.06533547,0.006716484],"category_scores_gemma":[0.1254608,0.0014268,0.002829962,0.003296182,0.009597887,0.008471174,0.006321235,0.07917008,0.004415889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007172361,"about_ca_system_score_gemma":0.02084247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08783069,"about_ca_topic_score_gemma":0.1394626,"domain_scores_codex":[0.9814337,0.007646332,0.002682509,0.00268801,0.003778958,0.001770555],"domain_scores_gemma":[0.8569748,0.1101301,0.007556136,0.002898076,0.01444243,0.007998348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009619277,0.00002818778,0.001469774,0.0002508663,0.00007509103,0.0001844103,0.002640108,0.00004957159,0.0001045158,0.001951792,0.9894754,0.00367417],"study_design_scores_gemma":[0.0005238243,0.0002231314,0.02132427,0.005993872,0.0006484135,0.0006300837,0.03022184,0.0004981754,0.001322134,0.01241872,0.92567,0.0005255862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004340679,0.0009381595,0.0000541575,0.9872513,0.01097321,0.000007348191,0.0001247341,0.000008231907,0.0002087949],"genre_scores_gemma":[0.001880979,0.0004311899,0.00008254957,0.9908209,0.006132037,0.00003545548,0.00002184457,0.00001369792,0.0005813244],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08783069,"threshold_uncertainty_score":0.1746389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023914309542925,"score_gpt":0.3578530294627688,"score_spread":0.3376138863673396,"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."}}