{"id":"W6911767471","doi":"10.5281/zenodo.12727237","title":"Ptychognathus similis Mazancourt, Mazel, Marquet, Poupin & Keith, 2024, sp. nov.","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep Saint-Jean-sur-Richelieu","funders":"","keywords":"Voucher; Key (lock); Square (algebra); Subway station","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":[0.0002177679,0.001193425,0.0004721651,0.002727782,0.001932174,0.0007564577,0.0008060402,0.001720615,0.008977577],"category_scores_gemma":[0.00102252,0.0006370859,0.0005173454,0.001970231,0.00170236,0.001958359,0.00128926,0.001508413,0.008063487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447214,"about_ca_system_score_gemma":0.0009619985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044129,"about_ca_topic_score_gemma":0.02686997,"domain_scores_codex":[0.9995603,0.00003544017,0.00005160903,0.0001795696,0.0001299842,0.000043033],"domain_scores_gemma":[0.9995869,0.00005462052,0.0001659376,0.00008400538,0.00005931987,0.00004911172],"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":[0.001620343,0.0003494864,0.08553924,0.002039471,0.0004981426,0.01086723,0.004296361,0.004224076,0.05128422,0.004121148,0.05413273,0.7810274],"study_design_scores_gemma":[0.0003256731,0.0005282275,0.6158653,0.00140011,0.0005905316,0.0513108,0.002839117,0.004578911,0.01389929,0.002661091,0.3058455,0.0001554259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5211217,0.01855103,0.03414222,0.003508294,0.002802574,0.002956947,0.01227482,0.003222391,0.40142],"genre_scores_gemma":[0.9047621,0.008704646,0.02105969,0.001992271,0.0006228882,0.001090344,0.004980295,0.0002658016,0.05652202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02044129,"threshold_uncertainty_score":0.04064465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04173917900910017,"score_gpt":0.3481791006028143,"score_spread":0.3064399215937141,"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."}}