{"id":"W6949973524","doi":"10.5281/zenodo.5888670","title":"Photinus corrusca","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Oceanographic and Atmospheric Processes","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":[0.00008567503,0.0008562714,0.0002093988,0.001490067,0.001315231,0.0003674757,0.0003090824,0.0003076518,0.01031306],"category_scores_gemma":[0.0002366136,0.0000988184,0.0001550646,0.0009974436,0.0003001341,0.000480813,0.0005701687,0.0002779599,0.004742766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372837,"about_ca_system_score_gemma":0.0005931089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1081844,"about_ca_topic_score_gemma":0.1462545,"domain_scores_codex":[0.9998567,0.00001052644,0.000008450618,0.00005165752,0.00004076579,0.00003180185],"domain_scores_gemma":[0.9999014,0.000007553162,0.00002860353,0.000007034925,0.00004197908,0.00001343021],"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":[0.0009282532,0.0001174861,0.06648678,0.0009475793,0.00007623448,0.002525876,0.001693238,0.000602354,0.1676032,0.007740045,0.04150265,0.7097763],"study_design_scores_gemma":[0.00002928155,0.0002065318,0.2744086,0.0001662113,0.00007475459,0.003465719,0.00100621,0.0002709133,0.01204939,0.0006168743,0.7076638,0.0000415784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4718913,0.02135598,0.003449142,0.0008169998,0.001096413,0.0002129008,0.006447066,0.001711539,0.4930186],"genre_scores_gemma":[0.8871716,0.005002538,0.003460075,0.0007678024,0.0001587135,0.0000848085,0.004857744,0.00007949975,0.09841714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1081844,"threshold_uncertainty_score":0.2151095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022487204239199,"score_gpt":0.1939013786061821,"score_spread":0.1736765065637901,"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."}}