{"id":"W7112931985","doi":"","title":"Results","year":2025,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Bibliometrics; Web of science; Scientific literature; Citation analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008375969,0.001366411,0.001582936,0.009619995,0.002311666,0.007592823,0.00197731,0.00177644,0.2081428],"category_scores_gemma":[0.03157019,0.0005331968,0.002334537,0.01459303,0.0009155043,0.002567185,0.004210125,0.0008376014,0.09062614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00361709,"about_ca_system_score_gemma":0.008145458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006764835,"about_ca_topic_score_gemma":0.005933015,"domain_scores_codex":[0.9893384,0.001732883,0.001283527,0.00174452,0.00465255,0.001248141],"domain_scores_gemma":[0.9883774,0.004344464,0.001242122,0.0009936154,0.004528186,0.0005142427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002249515,0.0006800643,0.09569258,0.01419433,0.0006847134,0.001800429,0.007581851,0.001621342,0.001362193,0.02606963,0.323039,0.5250244],"study_design_scores_gemma":[0.0001425653,0.0003206776,0.08429297,0.006164788,0.0006050831,0.001916696,0.00903121,0.0006855613,0.002040456,0.008264899,0.8864251,0.0001100518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1068494,0.02351184,0.02425477,0.01002418,0.001931993,0.008951338,0.3792325,0.004681028,0.440563],"genre_scores_gemma":[0.4266203,0.02019079,0.03024064,0.01279891,0.001580818,0.02181487,0.2317719,0.003457651,0.2515241],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7918571,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514864979431208,"score_gpt":0.2704857379529666,"score_spread":0.2553370881586545,"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."}}