{"id":"W4240560934","doi":"10.1080/14680777.2019.1573547","title":"Platform Uncommons","year":2019,"lang":"en","type":"article","venue":"Feminist Media Studies","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.0000800066,0.0001267675,0.0003248798,0.00003979831,0.00006427083,0.000007468949,0.00006176002,0.00003054275,0.0002610192],"category_scores_gemma":[0.00007382652,0.00008696827,0.00008803816,0.00009785927,0.00007417415,0.00003668346,0.0001172977,0.0001413111,0.0004358098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006569908,"about_ca_system_score_gemma":0.00003175001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000170521,"about_ca_topic_score_gemma":0.00002910749,"domain_scores_codex":[0.9992918,0.000005588772,0.000161638,0.0001595057,0.0001839078,0.0001976067],"domain_scores_gemma":[0.9993296,0.0002466378,0.00003653676,0.0002575027,0.00003888254,0.00009079879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006631214,0.000482631,0.5556844,0.000578208,0.001276152,0.0004870761,0.0252293,7.030696e-7,0.001809203,0.004250191,0.3917657,0.01777326],"study_design_scores_gemma":[0.003584841,0.001041336,0.04900782,0.0003541882,0.0002711472,0.0002847477,0.040395,0.00001997803,0.003015205,0.0005401138,0.9010796,0.0004060346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368159,0.003981229,6.995286e-7,0.004238056,0.001108785,0.0002187645,0.00002352128,0.00007096728,0.05354204],"genre_scores_gemma":[0.9944156,0.000324895,0.0001668112,0.003462171,0.0003064331,0.00002173574,0.00003083078,0.00001379413,0.001257763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5093139,"threshold_uncertainty_score":0.5601599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05435598527450146,"score_gpt":0.32514996360099,"score_spread":0.2707939783264885,"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."}}