{"id":"W4406237837","doi":"10.25071/2816-8275.12","title":"Dear Son...","year":2022,"lang":"en","type":"article","venue":"IYARIC","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009895288,0.0005369354,0.0005525587,0.0004781366,0.004567616,0.003070664,0.0006691511,0.001825174,0.1089337],"category_scores_gemma":[0.006073111,0.0002879803,0.0003386082,0.0002900652,0.00127134,0.00380104,0.002176392,0.007275871,0.06701875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121066,"about_ca_system_score_gemma":0.001872148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124522,"about_ca_topic_score_gemma":0.02076842,"domain_scores_codex":[0.9992881,0.0002067061,0.00001763865,0.0001183567,0.0002117055,0.0001574552],"domain_scores_gemma":[0.9977297,0.0001892518,0.0001591438,0.00006606348,0.001102934,0.0007529182],"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":[0.00003714636,0.00002390047,0.001088979,0.00007304922,0.000005571048,0.0002579435,0.002858988,0.00001056092,0.0002658603,0.00281262,0.9636946,0.02887082],"study_design_scores_gemma":[0.000006294671,0.00002726968,0.0009721771,0.0001436635,0.00000661103,0.0008214228,0.007687181,0.00002408711,0.0001769819,0.0007103008,0.9894023,0.00002169365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01177018,0.019691,0.002315082,0.599063,0.09497445,0.0001150577,0.0008738178,0.000993498,0.2702039],"genre_scores_gemma":[0.04091552,0.007336193,0.00146081,0.1504296,0.006274817,0.0001086219,0.0002857949,0.0006597878,0.7925289],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1089337,"threshold_uncertainty_score":0.3644195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815492620158357,"score_gpt":0.327631163096768,"score_spread":0.2994762368951844,"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."}}