{"id":"W4362475959","doi":"10.24908/iqurcp16325","title":"We All Think Differently!","year":2023,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mainstream; Curriculum; Psychology; Context (archaeology); Strengths and weaknesses; Inclusion (mineral); Autism; Mainstreaming; Pedagogy; Special education; Mathematics education; Medical education; Developmental psychology; Medicine; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001512972,0.0003514267,0.000297064,0.001257922,0.000931156,0.001106734,0.001124604,0.0001544122,0.0001836364],"category_scores_gemma":[0.003540728,0.0003164765,0.000111008,0.00406167,0.00134398,0.001149785,0.0005542639,0.00112295,0.003841701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887777,"about_ca_system_score_gemma":0.0004753855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004347838,"about_ca_topic_score_gemma":0.000003510822,"domain_scores_codex":[0.9939469,0.0002850392,0.0004432248,0.001455191,0.002305085,0.001564532],"domain_scores_gemma":[0.9972705,0.000779731,0.0001477425,0.0003224078,0.0009437039,0.0005358635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001189388,0.0002868576,0.00106204,0.0001333119,0.00001166612,0.00004198279,0.009324113,0.000001255648,0.5974969,0.3171718,0.06282524,0.0115259],"study_design_scores_gemma":[0.001204058,0.0008370422,0.003905922,0.0003233159,0.00002179953,0.00006858946,0.01655574,0.004877888,0.3759041,0.4970345,0.09820381,0.001063215],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8088352,0.00001558555,0.0005338083,0.1510271,0.002038871,0.001354298,0.00001908204,0.001583866,0.03459219],"genre_scores_gemma":[0.9754107,0.002119974,0.00002703238,0.001059973,0.0003603841,0.000252282,0.00001015021,0.0000559625,0.02070352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2215928,"threshold_uncertainty_score":0.9999302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.245002331311269,"score_gpt":0.4117192443402361,"score_spread":0.1667169130289671,"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."}}