{"id":"W4398820577","doi":"10.7910/dvn/q20fb7/9kwfnt","title":"prep.Rmd","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006641238,0.0006460134,0.00066075,0.00002334159,0.0001739435,0.00011809,0.001205473,0.0005656007,0.1003285],"category_scores_gemma":[0.0005160142,0.0006743824,0.0002627366,0.0001065519,0.0001738862,0.0001188812,0.001184627,0.0009302671,0.1268177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098866,"about_ca_system_score_gemma":0.000139107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006960508,"about_ca_topic_score_gemma":0.00001126438,"domain_scores_codex":[0.9975815,0.00001301896,0.0004803365,0.0009865017,0.0004647638,0.0004738958],"domain_scores_gemma":[0.9972439,0.00009922806,0.0003026752,0.001988932,0.00007072891,0.0002945235],"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":[0.00008872566,0.00008680869,0.000006613642,0.002175991,0.0003049668,0.0004217483,0.00002036746,5.226489e-7,0.004797715,8.854076e-7,0.9920002,0.00009542525],"study_design_scores_gemma":[0.0005002676,0.00000890433,7.644731e-7,0.0001995563,0.0002869479,0.00004897192,0.00009906739,0.000003707066,0.01894044,0.000009120365,0.9792287,0.0006735846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003659884,0.000004382542,0.000001171197,0.00001450155,0.0001964848,0.00006076934,0.9864082,0.0001593527,0.01311855],"genre_scores_gemma":[0.00003491714,0.0004679891,0.00005970126,0.0002665235,0.001264704,0.00004589518,0.9928223,0.0000358779,0.005002028],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02648924,"threshold_uncertainty_score":0.9995707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182124110230187,"score_gpt":0.2345294798863187,"score_spread":0.2163170688633,"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."}}