{"id":"W6912564899","doi":"10.5281/zenodo.5888671","title":"Photinus corrusca","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Mechanism (biology); HT1080","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":[0.00008483231,0.0008827774,0.0002011031,0.001504504,0.001272715,0.0003658367,0.0003071202,0.0002881712,0.0142185],"category_scores_gemma":[0.0002281518,0.00009990859,0.000153669,0.0009425891,0.0002765911,0.0004454774,0.0006004591,0.000248103,0.006438453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114314,"about_ca_system_score_gemma":0.0006276981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09840662,"about_ca_topic_score_gemma":0.1598476,"domain_scores_codex":[0.9998596,0.000009598013,0.000008541389,0.00004716173,0.00004181471,0.00003326658],"domain_scores_gemma":[0.9999025,0.000005906102,0.00002931133,0.000006866178,0.00003946482,0.00001598785],"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":[0.0008766889,0.0001416323,0.06556744,0.0008996046,0.00006933365,0.002261868,0.001258807,0.0004450591,0.1356431,0.006763247,0.05365066,0.7324226],"study_design_scores_gemma":[0.00002659183,0.0001920779,0.2485875,0.0001453388,0.00006964288,0.003206164,0.0007408785,0.0002429716,0.009469814,0.0005231811,0.7367564,0.00003935434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4102471,0.02012825,0.003267211,0.0009102972,0.001267847,0.0002387507,0.00703108,0.00187756,0.5550319],"genre_scores_gemma":[0.8456008,0.005565092,0.004259204,0.0009266366,0.0001985447,0.0001001607,0.005799313,0.00009856852,0.1374516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09840662,"threshold_uncertainty_score":0.1956676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02509025457377565,"score_gpt":0.1986437786741969,"score_spread":0.1735535241004213,"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."}}