{"id":"W4396977626","doi":"10.33137/ic.v38i1.43420","title":"Books Received","year":2024,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0002368917,0.001617081,0.001498207,0.003407575,0.002537117,0.005048747,0.001097927,0.001343565,0.7996984],"category_scores_gemma":[0.001045911,0.0006436331,0.0007867193,0.004174524,0.0006230471,0.001794937,0.001708826,0.001754873,0.7358608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583991,"about_ca_system_score_gemma":0.001655756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01791223,"about_ca_topic_score_gemma":0.05639809,"domain_scores_codex":[0.9997236,0.00001957866,0.000008229224,0.00005781179,0.0001349529,0.0000559017],"domain_scores_gemma":[0.9995696,0.00005851537,0.00001344998,0.0000450947,0.0001967748,0.0001165692],"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":[0.00004067836,0.0000305376,0.0001242923,0.0001577339,0.000005684773,0.0000612909,0.00004088523,0.00007849384,0.0002411517,0.002744406,0.925436,0.07103879],"study_design_scores_gemma":[0.000007702089,0.00001008131,0.000450289,0.00009964655,0.000004421217,0.00004053797,0.00004070537,0.00002715226,0.00006618964,0.0005402262,0.998709,0.000004096568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003724874,0.003360155,0.0001281457,0.0006781389,0.001747302,0.0000408348,0.001604109,0.0003245762,0.9917443],"genre_scores_gemma":[0.0003378116,0.0008265441,0.00007199733,0.0001105803,0.00009258139,0.000006207425,0.0003321686,0.00008008944,0.998142],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2003016,"threshold_uncertainty_score":0.2857059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580752001920555,"score_gpt":0.2501848681957761,"score_spread":0.2343773481765705,"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."}}