{"id":"W4412199263","doi":"10.1002/cm.70010","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"Cytoskeleton","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Biology; Computational biology; Evolutionary biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005796975,0.0001914566,0.0002467559,0.0003164854,0.0004678895,0.0002476715,0.0005031994,0.000616223,0.01692267],"category_scores_gemma":[0.0008672212,0.0002190126,0.0001049916,0.0006349665,0.0002030242,0.0005965841,0.00006756853,0.0003563879,0.04579459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283289,"about_ca_system_score_gemma":0.002993137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006046294,"about_ca_topic_score_gemma":0.0001570094,"domain_scores_codex":[0.9983048,0.0002744935,0.0003548978,0.0002166745,0.0004537285,0.0003954494],"domain_scores_gemma":[0.998534,0.0002292334,0.0002095157,0.000423453,0.0005004749,0.000103278],"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":[0.00000443866,0.00001908811,0.00002738439,0.0002426183,0.00001198723,1.09261e-7,0.01145195,0.00001723086,5.698454e-7,0.003761573,0.9677329,0.01673016],"study_design_scores_gemma":[0.00007434429,0.00001277525,0.0000848312,0.00006849916,0.00001952206,6.370006e-8,0.007100054,0.000001125134,0.00002945291,0.0007529966,0.9916539,0.0002023925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007834992,0.0004340515,0.0001764382,0.01016431,0.01894655,0.0008064638,0.00003756921,0.0001044891,0.9685466],"genre_scores_gemma":[0.005216473,0.0005271261,0.0001346482,0.001096481,0.00192105,0.0001537482,0.0006991436,0.00001140823,0.9902399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02887192,"threshold_uncertainty_score":0.983976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009665716288972049,"score_gpt":0.3476055443724331,"score_spread":0.337939828083461,"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."}}