{"id":"W4200455953","doi":"10.29333/ajqr/11389","title":"Book Review: The Ethical Algorithm","year":2021,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Algorithm","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":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03514605,0.00007016651,0.0002872913,0.0001030205,0.0007997603,0.00009761329,0.0007504646,0.00005786534,0.0006620678],"category_scores_gemma":[0.02547195,0.00004741747,0.0001385381,0.001418014,0.002911899,0.0002637448,0.0002180237,0.002118345,0.00006170876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784416,"about_ca_system_score_gemma":0.001281538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110017,"about_ca_topic_score_gemma":0.0000810592,"domain_scores_codex":[0.9733699,0.02372038,0.0003997537,0.0001525993,0.001968493,0.0003889009],"domain_scores_gemma":[0.9915128,0.005137434,0.0002824177,0.0002815167,0.002565267,0.0002206118],"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":[0.00002489776,0.00005985608,0.000003797399,0.00003133585,0.00005249561,0.00005114505,0.07355885,9.70543e-8,0.00003377819,0.004456159,0.7888931,0.1328345],"study_design_scores_gemma":[0.00009543391,0.0002820541,0.00003613469,0.0002394855,0.000009336349,0.00002174304,0.131037,0.000003807127,0.00007087123,0.009677573,0.8584694,0.00005723285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0003678796,0.2965167,0.005592775,0.6911088,0.0002288656,0.0002873005,0.00001979849,0.00001178101,0.005866082],"genre_scores_gemma":[0.01291036,0.8755131,0.01035857,0.09374058,0.002599289,0.00004977138,0.0000111112,0.00003729742,0.0047799],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5973682,"threshold_uncertainty_score":0.9998016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2332033018436435,"score_gpt":0.5818937592836367,"score_spread":0.3486904574399933,"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."}}