{"id":"W7064284251","doi":"","title":"An Analysis of the Factors Influencing Achievement in Mathematics Geometry in Canadian High Schools","year":2024,"lang":"en","type":"article","venue":"American Scientific Research Journal for Engineering, Technology, and Sciences (Global Society of Scientific Research and Researchers)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Descriptive statistics; Regression analysis; Statistical analysis; Linear regression; Simple random sample; Data collection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260501,0.0003337971,0.0003286422,0.002290474,0.003663246,0.001253618,0.0007447064,0.0002519577,0.002017208],"category_scores_gemma":[0.004070372,0.0002160434,0.0004972206,0.004794398,0.000819358,0.0003052732,0.0007606036,0.0004501278,0.0001408409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01406076,"about_ca_system_score_gemma":0.04247814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.974216,"about_ca_topic_score_gemma":0.986893,"domain_scores_codex":[0.99824,0.0001485029,0.00007941209,0.0001695836,0.0009051661,0.0004574624],"domain_scores_gemma":[0.9965642,0.0003816353,0.000551827,0.00007304429,0.001594153,0.0008351656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000233286,0.0000518051,0.9854396,0.00004242014,0.00001867101,0.00007014773,0.003394645,0.00007257795,0.0001679319,0.0002987376,0.0004952618,0.009924894],"study_design_scores_gemma":[7.515179e-7,0.0000173866,0.9948481,0.00001426236,0.000007599456,0.00001284051,0.004256905,0.00009235828,0.00004874144,0.00001799139,0.0006786021,0.000004607273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958215,0.0001786088,0.0001117821,0.0001943215,0.000006643308,0.00003357794,0.0004275969,0.000005915435,0.003220006],"genre_scores_gemma":[0.998555,0.0001633249,0.0002491082,0.00001824542,0.000002444853,0.00001051602,0.0002529259,0.00000176093,0.0007467227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02578396,"threshold_uncertainty_score":0.1020185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0454549251144846,"score_gpt":0.3803539056506498,"score_spread":0.3348989805361652,"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."}}