{"id":"W4323538728","doi":"10.33137/ic.v36i2.40637","title":"Contributors","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Religious Education and Schools","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002937691,0.00004065895,0.00005703155,0.0001143529,0.0003324301,0.00008668742,0.0001473469,0.0000478786,0.0007632037],"category_scores_gemma":[0.0003141767,0.00004487934,0.00003399743,0.0006052115,0.00006783663,0.00003002576,0.000004362151,0.00004527105,0.003111368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002066991,"about_ca_system_score_gemma":0.0006873977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08144746,"about_ca_topic_score_gemma":0.1293565,"domain_scores_codex":[0.999284,0.00004723886,0.00007641935,0.000100265,0.0001640796,0.0003279647],"domain_scores_gemma":[0.9993711,0.00004399039,0.00001841611,0.0001079328,0.00004570977,0.0004129129],"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":[2.494232e-7,6.827571e-7,0.003050425,5.784048e-7,0.000003638028,0.00001137929,0.00210997,0.000001266588,0.000002452577,0.08007105,0.9125409,0.002207422],"study_design_scores_gemma":[0.00005012945,0.000002843497,0.009344102,0.00000356409,0.000002070446,2.434118e-7,0.002974323,0.000004788581,0.000005821027,0.00863958,0.9789001,0.00007244064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1991956,0.0001588829,0.000003879316,0.04447025,0.001886135,0.0002112556,0.00004313004,0.0002982338,0.7537326],"genre_scores_gemma":[0.9084305,0.00005591249,0.000007663733,0.001121152,0.0002713829,0.00000981876,0.00001354486,0.000006047881,0.09008399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7092349,"threshold_uncertainty_score":0.9976648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853605418498842,"score_gpt":0.3582349645928278,"score_spread":0.3296989104078394,"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."}}