{"id":"W6969049103","doi":"10.5281/zenodo.5626866","title":"Acanthocheilidae Wulker 1929","year":2016,"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":"Genus; Identification (biology); Period (music); Population","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":[0.0000750792,0.0004645424,0.0002200411,0.001776294,0.00175516,0.0004431743,0.0003574562,0.0002762603,0.008720654],"category_scores_gemma":[0.000299177,0.0001467297,0.0001675768,0.0009832685,0.0003654541,0.0006660412,0.0004416378,0.0002439005,0.003100856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000754758,"about_ca_system_score_gemma":0.0009401243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07646974,"about_ca_topic_score_gemma":0.1187994,"domain_scores_codex":[0.9998542,0.000004012596,0.00001204107,0.00002786734,0.00005992951,0.00004184333],"domain_scores_gemma":[0.9998546,0.00001172731,0.00004949907,0.00001283781,0.00005301073,0.00001835645],"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":[0.0003063211,0.00007564184,0.07092921,0.0004884687,0.00007453755,0.0007856492,0.0009968496,0.000606238,0.04770941,0.003962995,0.01749802,0.8565666],"study_design_scores_gemma":[0.00002514688,0.0001783379,0.6734316,0.0002770704,0.00009800145,0.002581543,0.0006045459,0.0005178843,0.00562932,0.0009342428,0.3156773,0.00004493608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6314224,0.03142317,0.009534715,0.0005516651,0.0006113468,0.0006954391,0.008654661,0.001401004,0.3157057],"genre_scores_gemma":[0.883846,0.01366799,0.009814573,0.0003906096,0.0001527935,0.0001835177,0.004006187,0.00006247676,0.08787593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07646974,"threshold_uncertainty_score":0.1520493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899269887509723,"score_gpt":0.2232545335195606,"score_spread":0.2042618346444633,"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."}}