{"id":"W6949261584","doi":"10.5281/zenodo.12727231","title":"Ptychognathus riedelii","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep Saint-Jean-sur-Richelieu","funders":"","keywords":"Table (database); New guinea; Barrel (horology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004877254,0.0003177844,0.0001423314,0.000480517,0.0004603562,0.0001621198,0.0002648684,0.0002457703,0.007822803],"category_scores_gemma":[0.0001674449,0.0001457889,0.0001053349,0.000260486,0.000251136,0.0004289684,0.0005056951,0.0002562922,0.003239218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225103,"about_ca_system_score_gemma":0.0002337829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007367381,"about_ca_topic_score_gemma":0.01894904,"domain_scores_codex":[0.9999425,0.000003872844,0.000003794403,0.0000259285,0.0000134769,0.00001041659],"domain_scores_gemma":[0.9999554,0.000006472332,0.00001405032,0.000008216574,0.00001152734,0.000004315386],"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":[0.0005157086,0.0001747973,0.12132,0.000814544,0.0001195427,0.004234284,0.003333501,0.001347883,0.1201526,0.003030329,0.02860244,0.7163543],"study_design_scores_gemma":[0.00004675987,0.0003555143,0.6645133,0.0003965389,0.0001268229,0.01445088,0.001852157,0.0009743811,0.01853489,0.001121803,0.2975844,0.00004253168],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7329269,0.003173696,0.002872564,0.0003931886,0.0001321076,0.0001358299,0.001790862,0.0004658368,0.2581089],"genre_scores_gemma":[0.9558824,0.001392873,0.002586541,0.0003409543,0.00002993691,0.00005948614,0.001468905,0.00003468682,0.03820418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007822803,"threshold_uncertainty_score":0.0261699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319377895006301,"score_gpt":0.2392645088062234,"score_spread":0.2060707298561604,"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."}}