{"id":"W6892078327","doi":"10.5061/dryad.ksn02v72r","title":"Filter feeding, deviations from bilateral symmetry, developmental noise and heterochrony of hemichordate and cephalochordate gills","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Gill; Heterochrony; Ingression; Filter (signal processing); Context (archaeology); Echinoderm","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":[0.0001578826,0.0002032116,0.0001453196,0.0006064764,0.0001692233,0.0002232492,0.0001394812,0.0002536456,0.0006431598],"category_scores_gemma":[0.0005543304,0.0001948471,0.0001423764,0.0001993859,0.0002680861,0.0001956355,0.0002824552,0.0002324516,0.00008709974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003275983,"about_ca_system_score_gemma":0.0001345058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002906944,"about_ca_topic_score_gemma":0.007100471,"domain_scores_codex":[0.9998703,0.0000144705,0.000009846684,0.00004982009,0.00003743474,0.00001806515],"domain_scores_gemma":[0.9994218,0.0001086364,0.0002970916,0.00003652225,0.00005675757,0.00007913408],"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":[0.0004395305,0.00002244312,0.2975957,0.00003764987,0.00004146403,0.0001000964,0.0002435749,0.0003038965,0.695715,0.00009857059,0.00003053845,0.005371524],"study_design_scores_gemma":[0.000001491408,0.00005101319,0.9950289,8.809952e-7,0.000004652045,0.00007641521,0.0000251694,0.00024551,0.004503492,0.00001274665,0.00004684663,0.00000289107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9996204,0.00003696705,0.0001285333,0.000002380504,3.514178e-7,0.000001314406,0.0000823692,0.000003226115,0.0001243687],"genre_scores_gemma":[0.9993595,0.00001773024,0.0002605584,0.000004696828,0.000001085795,0.000004948581,0.0001710231,0.000002765524,0.0001776641],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.002906944,"threshold_uncertainty_score":0.005779982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946648458617529,"score_gpt":0.2151298726309107,"score_spread":0.1956633880447354,"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."}}