{"id":"W6893783384","doi":"10.5281/zenodo.5603661","title":"Atherinops affinis","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intertidal zone; Fish <Actinopterygii>; Pacific ocean; Estuary","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":[0.00008935326,0.0006052225,0.0002175996,0.001661849,0.001183728,0.0002801546,0.0002523881,0.0003864611,0.0220617],"category_scores_gemma":[0.0002432194,0.0002065816,0.0002602502,0.0004668768,0.0003611481,0.0006828604,0.0009491927,0.0004745093,0.007219539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004780919,"about_ca_system_score_gemma":0.0001154346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006166305,"about_ca_topic_score_gemma":0.01852326,"domain_scores_codex":[0.99986,0.00001017585,0.00001326989,0.00006071331,0.00003865962,0.00001721768],"domain_scores_gemma":[0.999868,0.00001762977,0.00005761801,0.00001226728,0.00002915993,0.0000152274],"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":[0.0006556895,0.0002778328,0.1095736,0.0009384825,0.0001821424,0.003376833,0.00247916,0.001142923,0.05801951,0.003260688,0.04224176,0.7778514],"study_design_scores_gemma":[0.00002757404,0.000329398,0.7455693,0.0003138514,0.0001119338,0.005436291,0.001040471,0.0003335032,0.002584974,0.000848332,0.2433698,0.00003451301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5617366,0.005232935,0.002872675,0.0006081352,0.0005124714,0.0002548838,0.005125905,0.0005259429,0.4231304],"genre_scores_gemma":[0.9078177,0.002075839,0.003920942,0.0009073362,0.0002479194,0.0001406161,0.003712827,0.00003431474,0.08114245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0220617,"threshold_uncertainty_score":0.07380378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259568004943769,"score_gpt":0.2246958725954823,"score_spread":0.1987390721011054,"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."}}