{"id":"W4206289148","doi":"10.46692/9781847425737.010","title":"Social alarms: international comparisons","year":2022,"lang":"en","type":"other","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0005505811,0.000126156,0.0001981137,0.0006747195,0.0001214758,0.0002905242,0.001291729,0.00007284945,0.639108],"category_scores_gemma":[0.0000555796,0.00009947146,0.0001485749,0.000292817,0.00003967129,0.000138555,0.0004592216,0.0001601763,0.006061686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004716068,"about_ca_system_score_gemma":0.00002448016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005136494,"about_ca_topic_score_gemma":0.0001072189,"domain_scores_codex":[0.9974237,0.00004700105,0.0003417014,0.0002329862,0.00182945,0.0001251689],"domain_scores_gemma":[0.9993528,0.0000524809,0.0002928859,0.0002225067,0.0000425242,0.00003675974],"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":[0.000002248523,0.00002237975,0.001965009,6.639394e-7,0.00002359992,0.000001919659,0.00008970848,8.645321e-7,1.518481e-7,0.009604284,0.9836292,0.00466],"study_design_scores_gemma":[0.0001445336,0.000004369453,0.001349475,0.000001064714,0.000009933007,5.374259e-7,0.001158658,0.0001418103,1.512512e-7,0.000207367,0.9968542,0.0001278367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001407217,0.00002271761,0.0007091032,0.00245882,0.0009525245,0.0001163806,0.0001004767,0.0001694805,0.9954564],"genre_scores_gemma":[0.0005602672,0.000006832292,0.0004273305,0.001081026,0.0003364776,0.00002314227,0.0001932533,0.00005976884,0.9973119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6330463,"threshold_uncertainty_score":0.9947122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4125017684308283,"score_gpt":0.5039964773946042,"score_spread":0.09149470896377587,"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."}}