{"id":"W4394203847","doi":"10.6084/m9.figshare.21440952","title":"Atollgen pipeline outputs","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Pipeline (software); Computer science; Programming language","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.00001877484,0.0003235311,0.0002851993,0.000235543,0.00002561126,0.00004680984,0.0005476376,0.0005319549,0.01375708],"category_scores_gemma":[0.000547641,0.0003322327,0.00009522623,0.0002912522,0.000003101929,0.00003555623,0.0001750898,0.0005758331,0.09332336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005017237,"about_ca_system_score_gemma":0.00001544087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006463017,"about_ca_topic_score_gemma":0.00001953445,"domain_scores_codex":[0.9990878,0.000003490861,0.0001895965,0.0002183775,0.0001685489,0.0003322003],"domain_scores_gemma":[0.9991988,0.00007465478,0.00002589987,0.0006157774,0.00002754928,0.00005734733],"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":[2.258377e-7,0.000002800197,3.580847e-8,0.0007527379,0.00003088191,0.00007383672,0.00000124145,0.00135657,6.427647e-7,2.997752e-7,0.9969631,0.0008176515],"study_design_scores_gemma":[0.00005065569,0.000007486221,0.000006817922,0.001159144,0.0000125722,0.000005063828,0.000002543469,0.0008415667,0.00009635698,0.000006605224,0.9974515,0.000359677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[2.67245e-7,0.001091472,0.000002016044,0.00001365292,0.0005931438,0.0001174613,0.9932464,0.004763561,0.00017206],"genre_scores_gemma":[0.000009064478,0.0001102941,0.00002339007,0.00001016917,0.0003503137,0.0001978382,0.9987999,0.00009112491,0.000407857],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07956628,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556503142877854,"score_gpt":0.2258416707197173,"score_spread":0.2002766392909388,"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."}}