{"id":"W6969285882","doi":"10.5281/zenodo.7021916","title":"Leander tenuicornis","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mangrove; Rostrum; Estuary; Indian ocean; Shore","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002235717,0.0005630176,0.0004488043,0.001587807,0.001475106,0.0004123755,0.0007373903,0.0004526726,0.01171932],"category_scores_gemma":[0.0004152107,0.0001726088,0.0001225769,0.001140791,0.0009617062,0.0007622202,0.001200505,0.0004812702,0.002246996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009856307,"about_ca_system_score_gemma":0.0004407182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02509962,"about_ca_topic_score_gemma":0.06174808,"domain_scores_codex":[0.9998046,0.00001702548,0.00001140527,0.0000872549,0.00004535427,0.00003436473],"domain_scores_gemma":[0.999869,0.00002556952,0.00004316727,0.000009208004,0.0000346882,0.00001842002],"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":[0.001127233,0.0002266885,0.1051656,0.001484082,0.00009677072,0.009334883,0.01044032,0.001578176,0.05070277,0.01142756,0.03839406,0.7700219],"study_design_scores_gemma":[0.0001741852,0.0006552117,0.4649181,0.002085934,0.0002891528,0.01564907,0.01168794,0.001727151,0.006621864,0.008251226,0.4878486,0.00009143942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.668678,0.008090613,0.003474883,0.0009837531,0.000606584,0.0003180612,0.00268101,0.0005996139,0.3145675],"genre_scores_gemma":[0.9614615,0.001929016,0.002837967,0.001136443,0.00009796245,0.000139831,0.00145161,0.00003637073,0.03090922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02509962,"threshold_uncertainty_score":0.04990703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196206541413272,"score_gpt":0.2182884534640988,"score_spread":0.196326388049966,"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."}}