{"id":"W6948412050","doi":"10.5061/dryad.1bt27","title":"Data from: Always chew your food: freshwater stingrays use mastication to process tough insect prey","year":2016,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Wood and Agarwood Research","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Predation; Mastication; Insect; Crypsis; Generalist and specialist species","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":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0006571903,0.0008599517,0.0007802804,0.0001799802,0.0005077203,0.0009009755,0.008905045,0.000424296,0.0005775072],"category_scores_gemma":[0.0002328577,0.0006507764,0.00005950008,0.0002961602,0.0001399659,0.001139084,0.008877519,0.001096297,0.0001742838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004422055,"about_ca_system_score_gemma":0.0001826647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002965324,"about_ca_topic_score_gemma":0.02813666,"domain_scores_codex":[0.9943041,0.0001866262,0.0007836345,0.002634558,0.0008995775,0.001191525],"domain_scores_gemma":[0.9907668,0.0009784275,0.000391678,0.007161409,0.0001034409,0.0005982642],"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":[0.0002423731,0.0001714256,0.0009544384,0.002772385,0.0004459703,0.00004428948,0.0006476537,0.00003046696,0.001792889,0.000001107103,0.9901552,0.002741791],"study_design_scores_gemma":[0.000751121,0.00009270532,0.0005495275,0.005071808,0.0003907868,0.0000199164,0.0003151849,0.009925734,0.0004310855,0.0002167782,0.9809961,0.001239265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.04221116,0.0003573939,0.00017039,0.000156871,0.0002187861,0.0003655758,0.9561101,0.0001665648,0.0002431313],"genre_scores_gemma":[0.007484782,0.0008606474,0.0006763125,0.0002300508,0.002681302,0.00007661268,0.9875065,0.0001183604,0.0003654404],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03472638,"threshold_uncertainty_score":0.9995943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045986522412834,"score_gpt":0.3167406556404881,"score_spread":0.2121420033992047,"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."}}