{"id":"W2562475663","doi":"","title":"Factors affecting academic achievement as perceived by secondary school students with Iranian background in Canada","year":2004,"lang":"en","type":"dissertation","venue":"Figshare","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Academic achievement; Psychology; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008240934,0.0002707975,0.0002817137,0.00008782367,0.0004419711,0.00009961857,0.0004596351,0.000216308,0.07759986],"category_scores_gemma":[0.0004589572,0.0002478577,0.00004116736,0.0002608979,0.000009109885,0.0001723443,0.00002850083,0.0008313742,0.000192091],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00307118,"about_ca_system_score_gemma":0.008053716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8131412,"about_ca_topic_score_gemma":0.9920101,"domain_scores_codex":[0.9980718,0.0001028353,0.0002527021,0.0003672312,0.0008088789,0.0003965785],"domain_scores_gemma":[0.9992644,0.0001379136,0.0002296596,0.0001105612,0.0001075373,0.0001499085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005063594,0.0001601415,0.1864402,0.0008793579,0.0002906717,0.00002338478,0.2675454,0.000009175562,0.00003987231,0.00001828717,0.5428106,0.001732302],"study_design_scores_gemma":[0.0002650427,0.00002037934,0.6368635,0.002533574,0.00001104127,9.324174e-8,0.3424633,4.794139e-8,0.00002218678,0.000006919409,0.01754643,0.0002674847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961964,0.0005309767,3.258267e-9,0.0001245505,0.0003353806,0.0006212087,0.01310498,0.00002865034,0.02329024],"genre_scores_gemma":[0.8986691,0.00005819807,0.000001619515,0.0003006209,0.0001305085,0.0001256428,0.08590396,0.00003224734,0.01477809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5252641,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04471984514201797,"score_gpt":0.3480737536935393,"score_spread":0.3033539085515213,"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."}}