{"id":"W4310747702","doi":"10.30687/bhasha/2785-5953/2022/01","title":"1 | 2 | 2022","year":2022,"lang":"en","type":"paratext","venue":"Bhasha","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université Laval","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[],"category_scores_codex":[0.0009461855,0.0003251127,0.0002279665,0.0008618105,0.002750193,0.00648905,0.0005289168,0.002154832,0.2317309],"category_scores_gemma":[0.004667663,0.0001765999,0.0001823404,0.001022782,0.002509404,0.002400536,0.003488574,0.00224473,0.109789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491062,"about_ca_system_score_gemma":0.001715108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024475,"about_ca_topic_score_gemma":0.005826234,"domain_scores_codex":[0.9986488,0.0003695175,0.00005936059,0.0001797818,0.0005865036,0.0001559526],"domain_scores_gemma":[0.9982988,0.0004695055,0.0001366601,0.0002077599,0.0004206812,0.0004665922],"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":[0.00006019708,0.00004521764,0.001605103,0.0002119661,0.000004330318,0.0004085564,0.003542164,0.00003907331,0.001101225,0.1603788,0.7389795,0.09362395],"study_design_scores_gemma":[0.000002074234,0.00001155376,0.0009664017,0.00004988565,7.860691e-7,0.0002581382,0.0007318743,0.0000216329,0.0001295256,0.003062423,0.9947627,0.000003095502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003246033,0.001164544,0.0007046583,0.009477495,0.007220058,0.00003945121,0.0003259387,0.000181882,0.97764],"genre_scores_gemma":[0.04043316,0.0008444799,0.0004020578,0.002761105,0.002491103,0.00005620871,0.0003198792,0.0001952624,0.9524967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7682691,"threshold_uncertainty_score":0.7752169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05324404709423664,"score_gpt":0.3737909016898905,"score_spread":0.3205468545956539,"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."}}