{"id":"W3201162110","doi":"10.33137/ijidi.v5i3.36670","title":"Ask, Listen, Empower","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Ask price; Psychology; Internet privacy; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001068813,0.00007811342,0.000128109,0.0000765195,0.003659634,0.0001829473,0.0009449138,0.00006252869,0.0006610774],"category_scores_gemma":[0.0004991444,0.00005299537,0.0002140257,0.0001715127,0.0001717252,0.001292627,0.004306212,0.0002116828,0.00008958192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004039428,"about_ca_system_score_gemma":0.0002079598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003795695,"about_ca_topic_score_gemma":0.0006288431,"domain_scores_codex":[0.9978281,0.0001243536,0.0003752064,0.00004780124,0.001489435,0.0001351547],"domain_scores_gemma":[0.9967456,0.0001202687,0.0004404689,0.0000648178,0.002558007,0.00007086108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003700577,0.0001718017,0.006952642,0.000008461119,0.000572257,0.0001236589,0.7898259,0.0001837459,0.0002261766,0.0663939,0.1074954,0.027676],"study_design_scores_gemma":[0.0007793004,0.00006049991,0.008229155,0.00008631633,0.00005266339,0.00005638358,0.1531994,0.00003341607,0.0004089192,0.01127633,0.8256356,0.0001820433],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6734684,0.0002754193,0.000628667,0.1225009,0.006076124,0.0001389808,0.00002570489,0.00003839385,0.1968473],"genre_scores_gemma":[0.9935441,0.0004871291,0.0001530085,0.002426693,0.000646335,4.308615e-7,0.00001015253,0.000001811867,0.002730346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7181401,"threshold_uncertainty_score":0.9976375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128177803808948,"score_gpt":0.3022148561806347,"score_spread":0.2809330781425452,"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."}}