{"id":"W2122250870","doi":"10.1093/jxb/ert254","title":"The cellular mechanics of an invasive lifestyle","year":2013,"lang":"en","type":"review","venue":"Journal of Experimental Botany","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Mechanism (biology); Biochemical engineering; Biology; Biological system; Neuroscience; Computer science; Physics; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0003215345,0.0002216246,0.0008530104,0.0000137203,0.0001516219,0.00005836601,0.0006602982,0.0002513499,0.0004502742],"category_scores_gemma":[0.00003785355,0.00005968726,0.0005180027,0.0001270121,0.00007573347,0.0001182623,0.0001268034,0.000287017,0.00002417918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006814562,"about_ca_system_score_gemma":0.00006788805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003444101,"about_ca_topic_score_gemma":0.0000543309,"domain_scores_codex":[0.9984605,0.0002130794,0.000786374,0.0001448754,0.0001747271,0.0002204647],"domain_scores_gemma":[0.9982117,0.0002461103,0.00122597,0.0000768759,0.0001097493,0.0001296146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001095049,0.0002136828,2.026468e-7,0.00005578856,0.00009849805,0.00002126594,0.00003308123,2.04488e-8,0.4328625,0.0002879828,0.001381172,0.5650349],"study_design_scores_gemma":[0.00007687246,0.001210599,0.000001287222,0.0005645589,0.00009639507,0.0001600981,0.0004978302,4.918464e-7,0.02235421,0.00005187429,0.9748359,0.0001498793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02205511,0.9768896,2.282183e-7,0.0000465788,0.0006066313,0.0002782277,0.00001957276,0.000003726513,0.0001003101],"genre_scores_gemma":[0.004293547,0.9949073,0.00006655748,0.00004734652,0.0005120022,0.000007995294,0.000006136438,0.000002704153,0.0001564391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9734547,"threshold_uncertainty_score":0.4930187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0322365219522037,"score_gpt":0.27373040110174,"score_spread":0.2414938791495363,"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."}}