{"id":"W6963682997","doi":"10.23640/07243.5895622","title":"Blog: Create a Sustainable Research Portfolio with ORCID","year":2018,"lang":"en","type":"article","venue":"Open MIND","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portfolio; Set (abstract data type); Simple (philosophy); Key (lock)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004855449,0.0005021809,0.0004607976,0.002219643,0.00301877,0.009140727,0.001190465,0.00235361,0.2388471],"category_scores_gemma":[0.01458716,0.0003618207,0.0004114802,0.002470006,0.0008096598,0.006967599,0.005946904,0.002845153,0.09354521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252586,"about_ca_system_score_gemma":0.004208878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009652049,"about_ca_topic_score_gemma":0.005461568,"domain_scores_codex":[0.9982523,0.0003573835,0.00007625872,0.0001126234,0.0009683362,0.0002330452],"domain_scores_gemma":[0.9835386,0.002570854,0.0007781598,0.001101026,0.002601547,0.009409702],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002874419,0.00002887718,0.0001980018,0.00005981619,0.000002919892,0.00004598292,0.00009676698,0.00001201209,0.0001976599,0.001733834,0.972096,0.0254993],"study_design_scores_gemma":[0.00001847851,0.00003209169,0.0002688958,0.00003384945,0.000003129684,0.00004225887,0.0002409918,0.00004161537,0.0000776218,0.0008059084,0.9984268,0.000008349803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.008797388,0.005825081,0.007962754,0.1792541,0.1042449,0.0007695758,0.01049596,0.01364888,0.6690015],"genre_scores_gemma":[0.02563561,0.004003508,0.01521973,0.04262453,0.02279039,0.0005776809,0.009494146,0.003843538,0.8758108],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9951445,"threshold_uncertainty_score":0.7990232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098849454938718,"score_gpt":0.4043676338051534,"score_spread":0.2944826883112816,"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."}}