{"id":"W4206007743","doi":"10.21468/scipost.report.2803","title":"Report on scipost_202103_00017v1","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut quantique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008255925,0.0005572992,0.0005082664,0.00120738,0.001317628,0.003689912,0.001106017,0.001620164,0.9197183],"category_scores_gemma":[0.003908006,0.0002075561,0.0003802329,0.001143164,0.0004933254,0.001585845,0.002579564,0.001302058,0.8397499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008109798,"about_ca_system_score_gemma":0.001738676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009870948,"about_ca_topic_score_gemma":0.002772951,"domain_scores_codex":[0.9994133,0.00005223569,0.00001551905,0.0000811166,0.0003443547,0.00009357331],"domain_scores_gemma":[0.997623,0.0001553191,0.00007355028,0.000322865,0.0006576523,0.001167574],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003684023,0.00003727591,0.00007755613,0.00006411694,0.00000294205,0.00004384262,0.00001020868,0.00006764908,0.0003331238,0.002021374,0.9605471,0.03675798],"study_design_scores_gemma":[0.000007918006,0.00001278653,0.0001811918,0.0000206814,9.425566e-7,0.00001189839,0.00001118299,0.0001168859,0.0002927071,0.000539223,0.9988012,0.000003245532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001324771,0.0005025893,0.001767641,0.01067157,0.01675745,0.000342725,0.02368222,0.004165211,0.9407859],"genre_scores_gemma":[0.002922476,0.0002110161,0.0004088222,0.0006191671,0.001377751,0.00007586964,0.005132311,0.0007180963,0.9885345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9991744,"threshold_uncertainty_score":0.1145121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248961794777051,"score_gpt":0.3375838495067224,"score_spread":0.3150942315589519,"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."}}