{"id":"W6969436345","doi":"10.5281/zenodo.5607892","title":"Amphistichus rhodoterus","year":2021,"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":"Brackish water; Intertidal zone; Pacific ocean; Period (music); 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":[0.00009503463,0.0003569864,0.0001467164,0.0008759738,0.0005341697,0.0001438609,0.0001906469,0.0001855876,0.006799207],"category_scores_gemma":[0.0002143238,0.00008701406,0.0001065426,0.0002841452,0.000275302,0.0002812931,0.0008174236,0.0001665597,0.00244603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002564173,"about_ca_system_score_gemma":0.000156214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006087162,"about_ca_topic_score_gemma":0.01878305,"domain_scores_codex":[0.9999076,0.00001377983,0.000006358026,0.00002781307,0.00002974979,0.000014667],"domain_scores_gemma":[0.999935,0.000008854771,0.00002087332,0.000009191178,0.00001574276,0.0000102851],"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":[0.0008513662,0.0001909665,0.2124824,0.000688196,0.0001123632,0.002134865,0.001746768,0.0008232039,0.1135918,0.004567414,0.012559,0.6502516],"study_design_scores_gemma":[0.00005105564,0.000262671,0.8919001,0.0002074714,0.00009250344,0.004615628,0.001036595,0.0006768061,0.004343228,0.001106263,0.09567951,0.00002815938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7950895,0.002248672,0.002543031,0.0002120368,0.00007021432,0.0001725554,0.001659676,0.0003171586,0.1976871],"genre_scores_gemma":[0.9858402,0.0006629334,0.001703159,0.0001137895,0.00002634042,0.00005155233,0.0007900025,0.00001246727,0.01079947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006799207,"threshold_uncertainty_score":0.02274567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223505502839143,"score_gpt":0.2275808037904332,"score_spread":0.2052302535065189,"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."}}