{"id":"W2089749228","doi":"10.1111/j.1469-7580.2009.01051.x","title":"‘The Integument Story: Origins, Evolution and Current Knowledge’","year":2009,"lang":"en","type":"letter","venue":"Journal of Anatomy","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Integumentary system; Integument; Biology; Multicellular organism; Vertebrate; Evolutionary developmental biology; Organism; Evolutionary biology; Anatomy; Cognitive science; Psychology; Paleontology","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":[0.0005867396,0.0001581181,0.0002303155,0.00006646897,0.0001809052,0.00001773788,0.0003018216,0.0002776909,0.000141784],"category_scores_gemma":[0.00004600356,0.0000965673,0.00009549833,0.00006834201,0.0002975738,0.00008344696,0.0001253521,0.001816308,0.0001463482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209291,"about_ca_system_score_gemma":0.00006213065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001792938,"about_ca_topic_score_gemma":0.00004071484,"domain_scores_codex":[0.9989525,0.0002163026,0.0002733209,0.0001428655,0.000176352,0.0002386512],"domain_scores_gemma":[0.999361,0.0001002502,0.0003225844,0.0001337671,0.00002754274,0.00005485874],"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":[0.0000161841,0.00002034969,0.001842575,0.000006125866,0.00002520256,0.00004260796,0.00003195878,9.294945e-7,0.000008509506,0.0001645371,0.940646,0.05719503],"study_design_scores_gemma":[0.0001957234,0.0002105731,0.009594007,0.00002517778,0.00004783845,0.0002224778,0.00001060508,0.000008973013,0.000004650365,0.001607203,0.9879678,0.0001049665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03686144,0.0270576,0.0003347658,0.9208769,0.007322551,0.000308401,0.000004689445,0.00002066463,0.007213054],"genre_scores_gemma":[0.4059734,0.03171004,0.001577642,0.4800956,0.03878466,0.00003973176,0.00008366756,0.0001852459,0.04155001],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4407812,"threshold_uncertainty_score":0.7891054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006760692740202049,"score_gpt":0.2576882405252448,"score_spread":0.2509275477850428,"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."}}