{"id":"W6967833164","doi":"10.5281/zenodo.12727232","title":"Ptychognathus barbatus","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":"Carapace; Dorsum; Front (military); Shot (pellet)","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":[0.00005192577,0.0004278545,0.0001774625,0.0007405762,0.0008504928,0.0001274692,0.0002196799,0.0002157438,0.01868016],"category_scores_gemma":[0.0001660187,0.0001805143,0.0001281863,0.0004114174,0.000411248,0.0003226877,0.0006138199,0.0002483676,0.00787551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329552,"about_ca_system_score_gemma":0.0002273215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02692593,"about_ca_topic_score_gemma":0.06572143,"domain_scores_codex":[0.9999388,0.000004250085,0.000003692573,0.0000295647,0.00001504256,0.000008678519],"domain_scores_gemma":[0.9999332,0.000005029761,0.00002822978,0.00001102216,0.0000123449,0.00001005015],"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":[0.001472177,0.0002380615,0.2152334,0.001430396,0.0002037412,0.002254275,0.002760229,0.001390813,0.08003671,0.004377819,0.04701689,0.6435855],"study_design_scores_gemma":[0.00002835978,0.0001955818,0.9001289,0.0001835181,0.0000740485,0.002723603,0.0005373933,0.0002902081,0.002058327,0.0005299586,0.0932265,0.0000235199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6351911,0.003126045,0.004610865,0.0004359665,0.0002293199,0.0002155253,0.005115142,0.00101515,0.3500609],"genre_scores_gemma":[0.9429726,0.001078357,0.002396991,0.0001916175,0.00003702826,0.00007883204,0.003107114,0.00005662657,0.05008079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02692593,"threshold_uncertainty_score":0.06249136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02854120903719644,"score_gpt":0.2336648868957627,"score_spread":0.2051236778585663,"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."}}