{"id":"W1586296597","doi":"10.5204/mcj.264","title":"Journey of a Deaf-Blind Woman","year":2010,"lang":"en","type":"article","venue":"M/C Journal","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deaf blind; Psychology; Audiology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006316217,0.00005486664,0.00009309899,0.0001011329,0.0001054502,0.00003477159,0.0002902654,0.00007549367,0.003184479],"category_scores_gemma":[0.00004228959,0.00004693865,0.00006224005,0.00008134031,0.00004168933,0.00007114313,0.00003124689,0.0006865573,0.0001868692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009428998,"about_ca_system_score_gemma":0.00004001382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002304636,"about_ca_topic_score_gemma":0.00002286307,"domain_scores_codex":[0.9993282,0.00008976799,0.0002369266,0.00005693961,0.0001217436,0.0001664483],"domain_scores_gemma":[0.9993325,0.00004021149,0.0001443335,0.0003155063,0.00006572,0.0001017277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001048282,0.002279574,0.4085653,0.0000233869,0.0004726052,0.0001128963,0.02905536,0.000006665227,0.1517195,0.03282725,0.09445556,0.2794337],"study_design_scores_gemma":[0.004114495,0.0006367078,0.772181,0.00005201723,0.0000505016,0.00221603,0.001406655,0.00006352262,0.002055659,0.006113492,0.2108512,0.0002586597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630206,0.0000793732,0.0002153027,0.001159642,0.000738032,0.00003936754,4.808902e-7,0.00001194106,0.03473524],"genre_scores_gemma":[0.9967054,0.00001210361,0.001072982,0.0001346374,0.0002728699,0.000002174258,7.019019e-7,0.000009040868,0.001790089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3636158,"threshold_uncertainty_score":0.9977267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05929723320820187,"score_gpt":0.3837290680167219,"score_spread":0.3244318348085201,"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."}}