{"id":"W3196294413","doi":"10.1386/eme_00098_1","title":"Seduced by convenience","year":2021,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Cancer and biochemical research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Art; Sociology","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":[0.00009788654,0.00006065984,0.00008471843,0.00002865283,0.00003488013,0.000008424183,0.0001066218,0.0001158961,0.0002368821],"category_scores_gemma":[0.0007679578,0.0000640275,0.00002700602,0.0001833139,0.00009747967,0.000003384028,0.00009018103,0.0001031853,0.00003894757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002476922,"about_ca_system_score_gemma":0.0002699474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006224902,"about_ca_topic_score_gemma":0.0007834886,"domain_scores_codex":[0.9992639,0.00006693399,0.000131296,0.000253336,0.00008199847,0.0002025495],"domain_scores_gemma":[0.9995953,0.00004851797,0.00001730377,0.0001864764,0.00008836485,0.00006401617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001968858,0.00008119729,0.001940081,0.000003010756,0.000005859044,0.000009831104,0.0001005822,0.000005071771,0.9691615,0.0001692599,0.02668153,0.001822376],"study_design_scores_gemma":[0.0004221018,0.00005978366,0.001762272,0.000002453792,0.000001944006,0.000008612699,0.0003876955,0.00002665716,0.9417446,0.0002840257,0.05520676,0.00009312877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954352,0.0005753117,0.0003530253,0.002072171,0.0002945563,0.00007839196,0.00002994253,0.000006055307,0.001155394],"genre_scores_gemma":[0.9969151,0.0006161663,0.000436761,0.0006265859,0.0001453481,0.0001064963,0.0006430203,0.000006880904,0.0005036368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02852523,"threshold_uncertainty_score":0.2610966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651583875456822,"score_gpt":0.3018397354069826,"score_spread":0.2853238966524144,"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."}}