{"id":"W2098605488","doi":"10.5206/eei.v19i2.7645","title":"Children at Risk for Academic Failure: A Model of Individual and Family Factors","year":2009,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Academic achievement; Competence (human resources); Developmental psychology; Path analysis (statistics); Mathematics education; Social psychology; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001868854,0.001524182,0.0005535978,0.001842212,0.0014681,0.002504548,0.001769086,0.001353999,0.006219671],"category_scores_gemma":[0.004803268,0.0005689348,0.001438969,0.001154229,0.002098767,0.002573408,0.002203503,0.001643,0.0005753461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167054,"about_ca_system_score_gemma":0.00367084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01918635,"about_ca_topic_score_gemma":0.01059321,"domain_scores_codex":[0.9989236,0.0005296717,0.00003220027,0.0001815667,0.0001295356,0.000203406],"domain_scores_gemma":[0.9979158,0.0008348679,0.0004378468,0.0001301006,0.0001813791,0.0004998766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002542728,0.001113959,0.9104338,0.0000784884,0.0004007696,0.002284886,0.009166486,0.01474477,0.0003035462,0.03886117,0.00154038,0.0208174],"study_design_scores_gemma":[0.0002841857,0.001696648,0.5656742,0.000655819,0.001215354,0.006447353,0.01726812,0.2727264,0.0003554924,0.1239987,0.00943868,0.000239028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704456,0.0005529233,0.01395559,0.003108253,0.00004566118,0.0001590954,0.000278518,0.00008646199,0.01136793],"genre_scores_gemma":[0.9944248,0.0003856671,0.003219844,0.00008670639,0.00001312893,0.00009060455,0.0001227091,0.000009114441,0.001647271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01918635,"threshold_uncertainty_score":0.03814936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07067674367722421,"score_gpt":0.3867717413747971,"score_spread":0.3160949976975729,"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."}}