{"id":"W6969036783","doi":"10.5281/zenodo.5744324","title":"Halectinosoma paragothiceps, SP. NOV.","year":2007,"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":"Cephalothorax; Holotype; Tube (container); Base (topology); Rostrum","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":[0.0001516025,0.0009515895,0.0003033659,0.00134606,0.0007483906,0.0005558756,0.0007649398,0.0005417288,0.006773228],"category_scores_gemma":[0.0005756856,0.0003995194,0.0002099692,0.001369409,0.0006171392,0.001088041,0.0005546575,0.0006070663,0.005885492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009548773,"about_ca_system_score_gemma":0.0005191839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02139217,"about_ca_topic_score_gemma":0.03740691,"domain_scores_codex":[0.9998063,0.00001753733,0.00003433715,0.00005942792,0.00005287817,0.00002952373],"domain_scores_gemma":[0.999711,0.0000458524,0.00009846398,0.00003055198,0.00008455937,0.00002956199],"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":[0.001197129,0.0002173862,0.1751681,0.004058883,0.0003001898,0.01148489,0.005725566,0.001482164,0.05059558,0.00234298,0.06560218,0.6818249],"study_design_scores_gemma":[0.0002740987,0.0004546026,0.716242,0.001251021,0.0005738036,0.02564086,0.004691049,0.0008244675,0.006747065,0.0009556304,0.242263,0.0000824917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5608601,0.03468074,0.008194971,0.002502107,0.004013448,0.002639261,0.02562032,0.001134974,0.360354],"genre_scores_gemma":[0.9348853,0.01257864,0.01116959,0.00214715,0.0004223965,0.0007148411,0.01453809,0.0001048917,0.02343909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02139217,"threshold_uncertainty_score":0.04253531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130929207620403,"score_gpt":0.2388698674278659,"score_spread":0.2175605753516619,"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."}}