{"id":"W2287742795","doi":"10.15200/winn.145018.83002","title":"American Chemical Society AMA: We’re Melody Bomgardner of Chemical & Engineering News and Anndrea Hermann of Hemp Technologies and The Ridge International Cannabis Consulting here to discuss the chemis","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Alliance; Agriculture; Political science; Engineering; Management; Library science; Business; Law; Geography; Archaeology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004890572,0.000228849,0.0003805581,0.00001055358,0.00007762526,0.00006464824,0.0009354854,0.0001282752,0.00004109676],"category_scores_gemma":[0.00068207,0.00006224136,0.0001226885,0.0003086797,0.001172788,0.0000403164,0.001006018,0.0004809044,0.000003091727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003566684,"about_ca_system_score_gemma":0.00002468883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444194,"about_ca_topic_score_gemma":0.0004074108,"domain_scores_codex":[0.9986607,0.00004341338,0.0002896818,0.0002892019,0.0004299633,0.0002870247],"domain_scores_gemma":[0.9989936,0.0003418152,0.0001879745,0.0002320469,0.0001719152,0.00007265511],"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":[0.000100864,0.00002827138,0.0001088975,0.00002765828,0.0001059754,7.22786e-7,0.000274057,0.0000010243,0.1098328,0.000009495818,0.882333,0.007177155],"study_design_scores_gemma":[0.0003828028,0.00004595844,0.000291919,0.00008632303,0.00005322488,0.00002322345,0.005244684,0.00003779144,0.01643609,0.0000672164,0.9770847,0.0002460475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7459927,0.0007334149,5.14796e-7,0.04474032,0.00006879024,0.0004309522,0.2079374,0.00003906318,0.00005679978],"genre_scores_gemma":[0.8942794,0.001569512,0.0001165515,0.000490808,0.000706617,0.0001799324,0.1021848,0.000009815112,0.0004625515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1482866,"threshold_uncertainty_score":0.4321185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647705464042885,"score_gpt":0.2519951668934593,"score_spread":0.2355181122530304,"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."}}