{"id":"W7131436806","doi":"10.33137/ic.v39i1.46563","title":"Front Cover","year":2025,"lang":"","type":"article","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004248498,0.0007319531,0.0007303135,0.001299253,0.0004819859,0.0005015983,0.001045837,0.0004739495,0.03925159],"category_scores_gemma":[0.0003715515,0.0009619186,0.0003803902,0.001610011,0.0005062713,0.0004384925,0.0001374219,0.0005743064,0.1898843],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006884418,"about_ca_system_score_gemma":0.007668748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2914371,"about_ca_topic_score_gemma":0.6012049,"domain_scores_codex":[0.9951756,0.0002115173,0.0008278093,0.001180936,0.0005570696,0.002047067],"domain_scores_gemma":[0.9958862,0.000101865,0.0002005009,0.001789412,0.0002581085,0.00176391],"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":[0.00004761382,0.00007587257,0.00351312,0.000111505,0.0006312364,0.0005981312,0.0004329352,0.0001382057,0.0001552737,0.01505564,0.9733599,0.005880514],"study_design_scores_gemma":[0.001097465,0.00005382584,0.0164174,0.0004002837,0.0003818444,0.00001023709,0.0003438712,0.001300188,0.000336322,0.001214608,0.9775838,0.0008601056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01479583,0.01752808,0.0001121311,0.009246904,0.007017339,0.001222201,0.006993876,0.0001781746,0.9429055],"genre_scores_gemma":[0.6359608,0.00002621483,0.00008416682,0.005044813,0.0002461065,0.00002903294,0.00006996055,0.0001501256,0.3583888],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.621165,"threshold_uncertainty_score":0.9992831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007167622560181839,"score_gpt":0.2376215417263333,"score_spread":0.2304539191661515,"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."}}