{"id":"W2532655246","doi":"10.1007/978-3-319-46082-6_6","title":"Interfacial Phenomena in Marine and Freshwater Mussel Adhesion","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Byssus; Mussel; Adhesion; Biology; Ecology; Chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000156046,0.000328334,0.0004291566,0.0001934622,0.00005059696,0.00006074971,0.0001669726,0.0001618699,0.02442286],"category_scores_gemma":[0.00002240529,0.0002208104,0.00005051564,0.00001073618,0.0001587109,0.0002075056,0.0006535053,0.000162886,0.002550117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009983164,"about_ca_system_score_gemma":0.00002116039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002211791,"about_ca_topic_score_gemma":0.003092541,"domain_scores_codex":[0.9985927,0.00001809658,0.0004120391,0.0004961099,0.0002117004,0.0002693615],"domain_scores_gemma":[0.9993614,0.0001296196,0.0001380725,0.0002556432,0.00004600918,0.00006927032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000857593,0.0001363555,0.00229191,0.0002451825,0.0001847567,0.0001997423,0.002180405,7.470803e-7,0.7865059,0.07615235,0.02703596,0.104209],"study_design_scores_gemma":[0.0008048955,0.0001335884,0.0001884196,0.0004177853,0.00003035414,0.00002233844,0.000059717,0.000006502079,0.1276493,0.01087928,0.8590055,0.0008022994],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02631188,0.0003032457,0.00002117805,0.0005250244,0.001219363,0.0001996043,0.0000947103,0.0001031756,0.9712218],"genre_scores_gemma":[0.03285564,0.0002282863,0.0003341282,0.0002831279,0.0003153124,0.00001466876,0.000004623911,0.00004931562,0.9659149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8319696,"threshold_uncertainty_score":0.9982265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104190039654704,"score_gpt":0.2478201020374662,"score_spread":0.2267782016409191,"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."}}