{"id":"W2528053134","doi":"10.1093/biosci/biw106","title":"Taming the Wild Carrot","year":2016,"lang":"en","type":"article","venue":"BioScience","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Horticulture; Biology","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":[0.0003763372,0.00004705436,0.00004660053,0.000005473802,0.001457692,0.00003760582,0.0003417075,0.00002555212,0.0002181102],"category_scores_gemma":[0.0001967147,0.00001861092,0.00002816876,0.0001367506,0.001488909,0.00013879,0.00007814793,0.00002533664,0.0001569585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007829522,"about_ca_system_score_gemma":0.00001698022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003341543,"about_ca_topic_score_gemma":0.0006045997,"domain_scores_codex":[0.999233,0.00005580998,0.00006150951,0.0001553394,0.0002517943,0.0002425404],"domain_scores_gemma":[0.9997202,0.0001070066,0.00003135375,0.00008475616,0.000008666079,0.00004800914],"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":[0.0000114597,0.0001804386,0.32698,0.000005197701,0.00002140762,0.00001024758,0.05643221,0.00000177755,0.1397744,0.129767,0.02794409,0.3188718],"study_design_scores_gemma":[0.0001100084,0.00005274977,0.26683,0.00001497336,0.000005045388,6.399571e-7,0.01806056,0.000001371311,0.001495016,0.001372634,0.7118884,0.0001686265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252227,0.000224629,0.00005180041,0.02273441,0.0003801526,0.0001534171,0.000002482504,0.0000530472,0.05117735],"genre_scores_gemma":[0.9918307,0.0004698231,0.00004738818,0.0006504114,0.000101895,0.00001120745,3.351153e-8,0.00000117568,0.006887376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6839443,"threshold_uncertainty_score":0.9998423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03729760549799389,"score_gpt":0.2763907942772026,"score_spread":0.2390931887792087,"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."}}