{"id":"W1465734446","doi":"10.1016/j.lindif.2015.07.009","title":"The big-fish–little-pond effect on academic self-concept: The moderating role of differentiated instruction and individual achievement","year":2015,"lang":"en","type":"article","venue":"Learning and Individual Differences","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Moderation; Psychology; Multilevel model; Academic achievement; Mathematics education; Class (philosophy); Differentiated instruction; Fish <Actinopterygii>; Social psychology; Developmental psychology; Statistics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001261773,0.0002761229,0.0002858677,0.0001055381,0.0008752092,0.0002109349,0.0003296434,0.0001965492,0.00002295648],"category_scores_gemma":[0.0002072865,0.0001563463,0.00004393602,0.0001904289,0.0003535994,0.0001004782,0.0001367832,0.0008490558,0.000004188553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001788497,"about_ca_system_score_gemma":0.00004806618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002060448,"about_ca_topic_score_gemma":0.00004620154,"domain_scores_codex":[0.9971752,0.00114994,0.0004039775,0.0004012373,0.0004953626,0.00037433],"domain_scores_gemma":[0.9983332,0.0009240877,0.0003542453,0.0002013089,0.00006234965,0.0001248197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008123298,0.00009548305,0.8301709,0.00001573073,0.0002816797,2.221999e-7,0.05410299,0.000007009767,0.00008532518,0.002983077,0.0001401432,0.1120362],"study_design_scores_gemma":[0.001384621,0.001371702,0.9639039,0.00007038539,0.00016635,0.000005755282,0.02986903,0.000124082,0.0004052022,0.001460583,0.001021592,0.0002168166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961084,0.001431114,0.00001263774,0.0005055405,0.0007444617,0.0003391564,0.00002374898,0.00006957649,0.0007654186],"genre_scores_gemma":[0.9989932,0.0001375581,0.00001755932,0.0001082038,0.0002710395,0.00007772494,0.00006755122,0.00001883273,0.0003082896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1337329,"threshold_uncertainty_score":0.673149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04399495528142978,"score_gpt":0.3109038743928005,"score_spread":0.2669089191113708,"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."}}