{"id":"W3216434230","doi":"10.26054/0d-1ka7-qdd9","title":"Roundtable Discussion Transcript","year":2013,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computational biology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008351359,0.001309764,0.001204044,0.00173639,0.008487426,0.00686551,0.002911998,0.00766446,0.7057264],"category_scores_gemma":[0.04381973,0.0009426124,0.001237944,0.001574871,0.001111934,0.005137727,0.006242525,0.01031111,0.4386787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005780776,"about_ca_system_score_gemma":0.007966177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006038629,"about_ca_topic_score_gemma":0.01023273,"domain_scores_codex":[0.9933478,0.001941544,0.0004039285,0.001006246,0.002004136,0.001296349],"domain_scores_gemma":[0.9756945,0.006229662,0.0006514086,0.001773804,0.01219725,0.003453202],"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":[0.00003272808,0.00001116646,0.00001416434,0.00006504597,8.171128e-7,0.00002582001,0.0001797524,0.00001199361,0.0000794996,0.001402378,0.9932044,0.004972236],"study_design_scores_gemma":[0.00002177881,0.00001525766,0.0001740622,0.0001170417,0.000001326604,0.00001188347,0.0007010071,0.0000278134,0.00008073094,0.001137301,0.997699,0.00001272677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001873992,0.001207062,0.00674059,0.1274284,0.172074,0.008798226,0.02686927,0.003906982,0.6511015],"genre_scores_gemma":[0.009538728,0.0005709123,0.004248593,0.05167571,0.01574844,0.0150491,0.007742276,0.002291605,0.8931347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7057264,"threshold_uncertainty_score":0.4197456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074001501275104,"score_gpt":0.2110512344821401,"score_spread":0.180311219469389,"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."}}