{"id":"W2070066444","doi":"10.1073/pnas.0800654105","title":"Nodule morphology and growth model","year":2008,"lang":"en","type":"letter","venue":"Proceedings of the National Academy of Sciences","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Morphology (biology); Nodule (geology); Ferromanganese; Biology; Zoology; Paleontology; Materials science; Metallurgy","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":[0.0002874161,0.0006292771,0.0005570151,0.0004727762,0.0004775042,0.000940161,0.002238558,0.00162708,0.004594732],"category_scores_gemma":[0.001166235,0.0002713235,0.0006405154,0.0002421606,0.0005756209,0.001471811,0.0007057677,0.0008899723,0.002036435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590529,"about_ca_system_score_gemma":0.0004578106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003651796,"about_ca_topic_score_gemma":0.00241911,"domain_scores_codex":[0.9998419,0.0000286217,0.000006091575,0.00005087787,0.00004391878,0.00002859987],"domain_scores_gemma":[0.9997602,0.00008465858,0.0000203009,0.0000396333,0.00004944179,0.00004576972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002341435,0.0001297565,0.003727305,0.0002796579,0.00005922627,0.001173946,0.0003069009,0.3210638,0.1333728,0.5043746,0.0160375,0.01924028],"study_design_scores_gemma":[0.00002840985,0.00005980785,0.0009528568,0.00001619594,0.00001543888,0.0004868025,0.00004950401,0.8975579,0.005105794,0.08193227,0.01375397,0.00004106145],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4178267,0.005953069,0.3148043,0.01718511,0.001525221,0.0002571947,0.002540006,0.00153561,0.2383728],"genre_scores_gemma":[0.9461423,0.001453034,0.01606165,0.0005499424,0.0002003269,0.0001685434,0.0007794912,0.0003724271,0.03427232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004594732,"threshold_uncertainty_score":0.01537097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283118875293182,"score_gpt":0.2365445235683659,"score_spread":0.203713334815434,"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."}}