{"id":"W4377029710","doi":"10.33137/ic.v3i.41114","title":"Un manuale americano per l'insegnamento dell'inglese del 1921","year":2023,"lang":"it","type":"article","venue":"Italian Canadiana","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Humanities; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000296084,0.0004367394,0.000434448,0.0004072295,0.0006366145,0.0004143644,0.001050705,0.000142274,0.001520208],"category_scores_gemma":[0.0002126614,0.0004736973,0.0002144104,0.001545126,0.0002062469,0.0002014014,0.0003981099,0.0002316646,0.004133089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006430079,"about_ca_system_score_gemma":0.000334789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1084943,"about_ca_topic_score_gemma":0.01736777,"domain_scores_codex":[0.9964488,0.0001091267,0.0004918152,0.0009554933,0.0006028985,0.001391927],"domain_scores_gemma":[0.9975443,0.0001444128,0.0001862446,0.001074627,0.0002141256,0.0008362979],"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":[0.00001926136,0.0001407191,0.002283748,0.0001564312,0.0006066419,0.007862068,0.02778171,0.0003509165,0.0001929429,0.02378404,0.8024727,0.1343489],"study_design_scores_gemma":[0.001151405,0.0004332181,0.01772745,0.0003130339,0.000220348,0.00009645234,0.00889775,0.02775862,0.0002095696,0.001972748,0.9393491,0.001870354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5260191,0.0589499,0.03177394,0.08089824,0.04179492,0.005185214,0.004332554,0.003579861,0.2474663],"genre_scores_gemma":[0.9601381,0.000384185,0.001815391,0.008125892,0.001916112,0.0000542947,0.0001120065,0.0000831772,0.02737082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.434119,"threshold_uncertainty_score":0.9997715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389952852831605,"score_gpt":0.240818537522784,"score_spread":0.226919008994468,"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."}}