{"id":"W7116663281","doi":"10.33137/jns.v4i1.46638","title":"Table of Contents","year":2025,"lang":"","type":"article","venue":"UTSC s Journal of Natural Sciences","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006847372,0.0009422133,0.0008859083,0.0054936,0.001750274,0.004438577,0.001396069,0.0009532783,0.899955],"category_scores_gemma":[0.007375552,0.0003200022,0.0005646567,0.003626984,0.0003844295,0.001691872,0.002038118,0.001111814,0.8483226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803232,"about_ca_system_score_gemma":0.003136997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005729567,"about_ca_topic_score_gemma":0.008142296,"domain_scores_codex":[0.9993306,0.00007861268,0.0000320015,0.0001186652,0.0003816021,0.00005849408],"domain_scores_gemma":[0.9962628,0.0007520153,0.0001543017,0.0004029042,0.00183139,0.0005965986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001095804,0.00002353904,0.0001298962,0.00008607734,0.000002202277,0.00001211427,0.000008928473,0.00004929265,0.00006488387,0.0008096612,0.968926,0.02987643],"study_design_scores_gemma":[0.000005854761,0.00001169133,0.0004202715,0.0001278738,0.000003604984,0.00002724235,0.00002819574,0.00004642528,0.00009645631,0.001020992,0.9982064,0.000004993549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005839077,0.002079611,0.001846481,0.002870395,0.007705237,0.0005659554,0.08395685,0.002915841,0.8974757],"genre_scores_gemma":[0.002337801,0.001741328,0.001425091,0.002070274,0.002067981,0.0003700289,0.04525494,0.001199749,0.9435328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.100045,"threshold_uncertainty_score":0.1427019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0441191666941551,"score_gpt":0.25207404335249,"score_spread":0.2079548766583349,"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."}}