{"id":"W4410535467","doi":"10.18272/rwq7b245","title":"Mand/inga","year":2025,"lang":"en","type":"article","venue":"post(s)","topic":"African history and culture analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Inga; Mand; Mathematics; Biology; Botany; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001158493,0.0003935349,0.0003449336,0.0008907427,0.003934047,0.002759437,0.0006840876,0.000913106,0.1331091],"category_scores_gemma":[0.002603673,0.0003035626,0.0002328812,0.0006870892,0.0006284641,0.001065645,0.002265901,0.001223598,0.03519449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819101,"about_ca_system_score_gemma":0.002073012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004076986,"about_ca_topic_score_gemma":0.009470702,"domain_scores_codex":[0.9993669,0.0001187543,0.00002374782,0.0001347188,0.0002193013,0.0001365534],"domain_scores_gemma":[0.9993514,0.00008766399,0.00004498294,0.0001092677,0.0001956036,0.0002109755],"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":[0.0006694836,0.0001438535,0.003068645,0.0008454152,0.00002223223,0.001696125,0.00743337,0.0001475055,0.01150617,0.05487759,0.6270618,0.2925277],"study_design_scores_gemma":[0.00000546214,0.00001853135,0.002074979,0.00008441517,0.000003600029,0.0002375572,0.001028377,0.00007052021,0.001440093,0.0007906093,0.9942396,0.000006226513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03086874,0.003294935,0.001347788,0.007958598,0.00224724,0.0002150583,0.003469246,0.0008008326,0.9497975],"genre_scores_gemma":[0.149795,0.002134235,0.006213469,0.00196381,0.0003957399,0.0003567729,0.002699147,0.0009220276,0.8355199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1331091,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005683000633547426,"score_gpt":0.2972718044621285,"score_spread":0.291588803828581,"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."}}