{"id":"W6968283457","doi":"10.5281/zenodo.14278181","title":"Calyxochaetus fortunatus","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ditch; Curran; Class (philosophy); Type (biology)","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":[0.00007449533,0.0003676798,0.0001795732,0.0007390861,0.001292745,0.000260646,0.0003711925,0.0003573823,0.01823905],"category_scores_gemma":[0.0002914076,0.0001135332,0.00008230716,0.0004940009,0.0004708078,0.0004945931,0.0008609585,0.0002985547,0.002276111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008457176,"about_ca_system_score_gemma":0.0003010773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0634353,"about_ca_topic_score_gemma":0.1922437,"domain_scores_codex":[0.9999231,0.000004936784,0.000004115007,0.00002642476,0.00002303734,0.00001831368],"domain_scores_gemma":[0.999927,0.000009795597,0.00002226649,0.000009080743,0.00002028505,0.00001157484],"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":[0.0003514917,0.0001020982,0.06252613,0.0004554368,0.00002928356,0.001540728,0.002869075,0.000467748,0.02332099,0.008528336,0.02910592,0.8707029],"study_design_scores_gemma":[0.0000662181,0.0001925511,0.5835453,0.0005351641,0.00007159495,0.002906215,0.002531115,0.0007208444,0.002701457,0.001786087,0.4049112,0.00003239745],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5758134,0.008120222,0.002831941,0.0008888982,0.000521873,0.0002650491,0.001561951,0.0003175717,0.4096792],"genre_scores_gemma":[0.9642529,0.001283206,0.001726363,0.0003072832,0.0000501493,0.00004776512,0.0005645944,0.00001508926,0.03175271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0634353,"threshold_uncertainty_score":0.1261322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459755229360491,"score_gpt":0.1982915955123354,"score_spread":0.1836940432187305,"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."}}