{"id":"W4309901964","doi":"10.5281/zenodo.7352949","title":"Patent and Inventor list","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006136545,0.003125716,0.007664463,0.0292233,0.002601116,0.009618387,0.0049323,0.007113136,0.5488458],"category_scores_gemma":[0.04320426,0.001459773,0.002554833,0.02211975,0.001630641,0.008651447,0.00192821,0.004249621,0.4859443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003260628,"about_ca_system_score_gemma":0.01410377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003038185,"about_ca_topic_score_gemma":0.00371724,"domain_scores_codex":[0.9932535,0.00068361,0.001257041,0.001243333,0.003018394,0.0005441191],"domain_scores_gemma":[0.9525535,0.009837846,0.005548506,0.005617386,0.02154009,0.004902639],"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":[0.0001910929,0.0002141456,0.0001677117,0.002642813,0.00005521165,0.0002220967,0.00002556965,0.0003029834,0.0009373246,0.007662463,0.9128944,0.07468425],"study_design_scores_gemma":[0.0001768134,0.0001100785,0.0007536715,0.001045405,0.0000616113,0.0001973874,0.00001779078,0.0003358418,0.0005569823,0.006840365,0.9898577,0.00004632662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002155744,0.02801211,0.0115579,0.01466755,0.02303452,0.008024715,0.4069062,0.005655006,0.4999862],"genre_scores_gemma":[0.008237516,0.02560999,0.01122534,0.005969323,0.01041345,0.005301706,0.2601073,0.00154826,0.671587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4511542,"threshold_uncertainty_score":0.6435168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067703934175766,"score_gpt":0.2024482925145882,"score_spread":0.09567789909701155,"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."}}