{"id":"W2944007030","doi":"10.1093/icb/icz032","title":"The Integrative Biology of Gecko Adhesion: Historical Review, Current Understanding, and Grand Challenges","year":2019,"lang":"en","type":"review","venue":"Integrative and Comparative Biology","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Gecko; Scope (computer science); Diversity (politics); Key (lock); Morphology (biology); Gekkonidae; Nanotechnology; Biology; Ecology; Computer science; Zoology; Anthropology; Materials science; Sociology","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":[0.0007600156,0.0009838617,0.001148131,0.003452942,0.0005545545,0.001635112,0.0007967273,0.001284769,0.002428742],"category_scores_gemma":[0.0008166743,0.0003802862,0.0004987243,0.004230055,0.0009205276,0.002381665,0.0009163216,0.001892447,0.001304045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009205482,"about_ca_system_score_gemma":0.001820685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161532,"about_ca_topic_score_gemma":0.002171068,"domain_scores_codex":[0.9998299,0.00002988645,0.00002645294,0.00004280129,0.0000491726,0.00002176301],"domain_scores_gemma":[0.9995486,0.000250776,0.00004821227,0.00001328451,0.00009883425,0.00004028793],"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":[0.00008763411,0.00007863026,0.0003620888,0.03262968,0.00009627863,0.0003392018,0.0003715839,0.0006695766,0.002980256,0.01951393,0.03188635,0.9109848],"study_design_scores_gemma":[0.000004843577,0.00006640312,0.0008102296,0.005287612,0.00008108692,0.0007856779,0.000179428,0.00008982697,0.0004581522,0.003853813,0.988357,0.00002584676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000853973,0.998752,0.0001055525,0.0002187249,0.0001682422,0.000001677519,0.000007049848,0.00000318272,0.0006581576],"genre_scores_gemma":[0.0005364293,0.9988058,0.0001279069,0.0001272402,0.0001348293,0.000003093484,0.00001257352,0.00000104327,0.0002511608],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003452942,"threshold_uncertainty_score":0.008124948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2747007195960271,"score_gpt":0.3948011666661523,"score_spread":0.1201004470701252,"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."}}