{"id":"W6893029039","doi":"10.5281/zenodo.12720193","title":"Zaphotias pedaliotus","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archipelago; SAINT; Indian ocean; Sea level","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":[0.00005611562,0.0004725593,0.0002826529,0.001591691,0.001193777,0.0004556641,0.0004355143,0.0003640504,0.009406198],"category_scores_gemma":[0.0003832003,0.0002230769,0.0001426682,0.0006592683,0.0006472767,0.0008002113,0.001359743,0.0003107192,0.001978879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004345137,"about_ca_system_score_gemma":0.0002956238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008208808,"about_ca_topic_score_gemma":0.01928969,"domain_scores_codex":[0.9998662,0.00001142708,0.00001147544,0.00004715166,0.00003512867,0.00002854998],"domain_scores_gemma":[0.9999001,0.00002052145,0.00004055819,0.00001125974,0.00001486573,0.00001262814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001242353,0.0001659713,0.08638487,0.003472232,0.0002103094,0.01155033,0.009167107,0.002555438,0.06938114,0.01320483,0.0293012,0.7733642],"study_design_scores_gemma":[0.00007231982,0.0002498189,0.6653311,0.0008719178,0.0002471362,0.01528197,0.005196687,0.0009177667,0.004811144,0.002956685,0.3039993,0.00006415234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6514398,0.01187124,0.006204213,0.0005305544,0.0005811396,0.0003827501,0.003745739,0.0004428793,0.3248017],"genre_scores_gemma":[0.9830193,0.001638132,0.001418805,0.0002035713,0.00006165836,0.0000680524,0.000795075,0.00001624137,0.01277915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009406198,"threshold_uncertainty_score":0.0314669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04205053204847033,"score_gpt":0.2383552525639571,"score_spread":0.1963047205154868,"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."}}