{"id":"W4281254073","doi":"10.1177/02637758221103197","title":"The view from here","year":2022,"lang":"en","type":"article","venue":"Environment and Planning D Society and Space","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":4,"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":[0.0001083699,0.00005325739,0.00007348144,0.000003055389,0.0006808589,0.000006642118,0.00002606298,0.0002555452,0.00009634469],"category_scores_gemma":[0.000002510192,0.00003596682,0.00002943172,0.00001907743,0.0001244355,0.0000096433,0.00007913567,0.0009453709,0.000003096085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009234777,"about_ca_system_score_gemma":0.000003797978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008835554,"about_ca_topic_score_gemma":1.407129e-7,"domain_scores_codex":[0.999671,0.00001749975,0.00004659364,0.0001091057,0.00006744615,0.00008836486],"domain_scores_gemma":[0.9998084,0.00006110614,0.00001931645,0.00008131353,6.149396e-7,0.00002926859],"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":[0.0006673986,0.0003590757,0.5782483,0.0001380711,0.002250102,0.0003096487,0.05599415,0.000434482,0.01002252,0.01135545,0.2617095,0.0785112],"study_design_scores_gemma":[0.0004813191,0.0001154937,0.02616251,0.00001846429,0.00006774927,0.00002891548,0.0104932,0.0004665202,0.00009670667,0.0002759235,0.9617139,0.00007929053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843427,0.05878668,0.0001162981,0.05588976,0.00009242465,0.0001003949,0.000005224067,0.00002959783,0.0006368617],"genre_scores_gemma":[0.962302,0.03082444,0.0004342337,0.001788382,0.00006124491,0.00001108588,0.00001870474,0.000006879511,0.00455304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7000043,"threshold_uncertainty_score":0.5236685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008147996416351347,"score_gpt":0.204145881436651,"score_spread":0.1959978850202996,"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."}}