{"id":"W4396977569","doi":"10.33137/ic.v38i1.43421","title":"Contributors","year":2024,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002869899,0.001026261,0.0007422995,0.00423457,0.002518926,0.005298823,0.00137677,0.001848228,0.7035844],"category_scores_gemma":[0.01880506,0.0003570103,0.0004482066,0.00172195,0.0006587778,0.001522475,0.002793985,0.001921027,0.5483601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003495411,"about_ca_system_score_gemma":0.008211165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422563,"about_ca_topic_score_gemma":0.02747395,"domain_scores_codex":[0.9972789,0.0004012691,0.00008767637,0.0003800473,0.001468833,0.0003834224],"domain_scores_gemma":[0.9829583,0.001354526,0.0004706308,0.0009199787,0.01037273,0.003924005],"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":[0.00002629514,0.000009337023,0.0001738103,0.00005657018,0.000001487472,0.00004034531,0.00003707604,0.00001284339,0.00006130717,0.001126875,0.9802122,0.01824195],"study_design_scores_gemma":[0.000004217728,0.000002065401,0.0001314636,0.00005672546,0.000001682922,0.00003593362,0.00005256755,0.00001260034,0.00003426179,0.0001972804,0.9994691,0.000002240764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001384965,0.00483043,0.002662821,0.04519504,0.07015713,0.000877193,0.01800523,0.002994518,0.8538926],"genre_scores_gemma":[0.002282874,0.0009008305,0.0009057865,0.005426332,0.002883634,0.000244266,0.003112187,0.0006068785,0.9836372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2964156,"threshold_uncertainty_score":0.4228009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006684660841921057,"score_gpt":0.2455534437700008,"score_spread":0.2388687829280798,"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."}}