{"id":"W4413595410","doi":"10.64628/ab.nssa4eesh","title":"Quarter Life series: how we secured new republishing partners","year":2022,"lang":"en","type":"preprint","venue":"","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Series (stratigraphy); History; Geology; Archaeology","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02031114,0.000754854,0.000706815,0.006289949,0.005419952,0.02004283,0.002509484,0.003575059,0.1653557],"category_scores_gemma":[0.09530658,0.0007002912,0.0006195117,0.00791745,0.002449214,0.02354126,0.007742392,0.004826024,0.06925123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00443494,"about_ca_system_score_gemma":0.008901467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004412109,"about_ca_topic_score_gemma":0.004081777,"domain_scores_codex":[0.9889733,0.003906138,0.0007563967,0.001254817,0.003666689,0.001442741],"domain_scores_gemma":[0.9272913,0.01603107,0.003985886,0.01625421,0.0168634,0.01957419],"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":[0.0003822075,0.0003217022,0.007825572,0.0001468832,0.00003109674,0.0003099095,0.00192095,0.0007466461,0.001059458,0.09745422,0.6565107,0.2332907],"study_design_scores_gemma":[0.00005213186,0.0001508979,0.002992101,0.000102703,0.00002075827,0.0001813102,0.001958444,0.002040263,0.001259188,0.02700901,0.9641574,0.00007578127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.09785455,0.005716263,0.04979291,0.2502356,0.02365806,0.0008223979,0.007882223,0.01827442,0.5457637],"genre_scores_gemma":[0.2865723,0.002946532,0.02245514,0.0121719,0.005614209,0.0005298098,0.007772583,0.009507523,0.6524301],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9799572,"threshold_uncertainty_score":0.5531701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6820152912886026,"score_gpt":0.5810615179761768,"score_spread":0.1009537733124258,"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."}}