{"id":"W4388373831","doi":"10.1101/2023.11.03.565576","title":"Experimental evolution of multicellularity via cuboidal cell packing in fission yeast","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Multicellular organism; Most recent common ancestor; Biology; Evolutionary biology; Lineage (genetic); Convergent evolution; Phylogenetics; Cell; Genetics; Gene","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":[0.000312354,0.0002219662,0.0001952112,0.000287318,0.0005698066,0.0004138588,0.000433404,0.0003585168,0.001147846],"category_scores_gemma":[0.00047565,0.000245102,0.0002355518,0.0003182582,0.0006117043,0.0002113019,0.0007427322,0.0008668776,0.0001412755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006469264,"about_ca_system_score_gemma":0.0002216523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002765394,"about_ca_topic_score_gemma":0.00255287,"domain_scores_codex":[0.9997039,0.00005612003,0.00003479179,0.00006861768,0.00009005922,0.00004635683],"domain_scores_gemma":[0.9993788,0.0002468292,0.0001301663,0.0001054775,0.00005094479,0.00008764933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000167358,0.00008300298,0.001936337,0.000031081,0.0000128883,0.0001390908,0.0001328397,0.001163536,0.9933154,0.001342475,0.00004970194,0.00162633],"study_design_scores_gemma":[0.0000858388,0.0008282808,0.01770946,0.00001635203,0.0000289828,0.0004432461,0.0002559816,0.02121602,0.9543229,0.001249385,0.003800708,0.00004272951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964319,0.0001214117,0.002176643,0.00003359017,0.000009141056,0.00001902282,0.0001765666,0.00003295609,0.0009987907],"genre_scores_gemma":[0.9966578,0.00009099065,0.002385206,0.00002863555,0.000002172437,0.00002580728,0.0002152875,0.00004211462,0.0005518665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002765394,"threshold_uncertainty_score":0.005498648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749509171153574,"score_gpt":0.2517004742149178,"score_spread":0.234205382503382,"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."}}