{"id":"W2093245933","doi":"10.1111/ivb.12072","title":"Sponge cell aggregation: checkpoints in development indicate a high level of organismal complexity","year":2014,"lang":"en","type":"article","venue":"Invertebrate Biology","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Sponge; Multicellular organism; Ecology; Regeneration (biology); Evolutionary biology; Cell biology; Cell; Botany; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003360563,0.0001646122,0.0002396065,0.00008450585,0.00003971223,0.000004901128,0.000247747,0.0002178803,0.0001292298],"category_scores_gemma":[0.0000935985,0.0001446434,0.00003527854,0.0001467303,0.0001635261,0.000003823317,0.0002224662,0.0001189123,0.00004015918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001704894,"about_ca_system_score_gemma":0.0001038295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000259382,"about_ca_topic_score_gemma":0.0007517716,"domain_scores_codex":[0.9988256,0.0001319985,0.0003350351,0.0003860343,0.00006464859,0.0002566769],"domain_scores_gemma":[0.9994141,0.00001034333,0.0001638162,0.0002728446,0.00007761914,0.00006120746],"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":[0.0001436448,0.000148399,0.05383296,0.0000732326,0.00003669953,0.000002195727,0.0000909383,0.000004404521,0.9273971,0.002664712,0.0006811629,0.0149245],"study_design_scores_gemma":[0.0009420876,0.0002362992,0.09425907,0.000008994763,0.000004935805,0.000006397251,0.000007815169,0.00008571582,0.8892963,0.001424964,0.0135137,0.0002137148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977489,0.0001161856,0.0002748965,0.0002978281,0.0002007561,0.0001432955,0.00001828427,0.000008427228,0.001191429],"genre_scores_gemma":[0.9960262,0.00003561406,0.002535669,0.0003489884,0.0001224652,0.000007433284,0.0003468088,0.00001385385,0.0005629236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04042612,"threshold_uncertainty_score":0.5898388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05241065652513846,"score_gpt":0.2591113844405618,"score_spread":0.2067007279154233,"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."}}