{"id":"W6949377587","doi":"10.5281/zenodo.12727222","title":"Ptychognathus crassimanus Finnegan 1931","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep Saint-Jean-sur-Richelieu","funders":"","keywords":"Indian ocean; Archipelago; Coastal zone; Bay","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":[0.00007383167,0.0004238021,0.0002098267,0.001362897,0.001450732,0.000221956,0.0003203059,0.0001989819,0.01310721],"category_scores_gemma":[0.0001522869,0.0001724086,0.0001443631,0.0009694753,0.0005445975,0.00031942,0.0004627308,0.0003211664,0.002752063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009910318,"about_ca_system_score_gemma":0.0006478436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1466351,"about_ca_topic_score_gemma":0.3923734,"domain_scores_codex":[0.999918,0.00000455048,0.000004515671,0.00003765865,0.00002059114,0.00001466324],"domain_scores_gemma":[0.9999262,0.000008807428,0.00002628573,0.000008829817,0.00002045932,0.000009330069],"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":[0.0008030885,0.000132758,0.2022928,0.001146818,0.0002419373,0.002443972,0.004032835,0.0007802834,0.02741218,0.003653044,0.07554282,0.6815175],"study_design_scores_gemma":[0.00002482472,0.00006900552,0.7889298,0.0002184366,0.0000673664,0.001712025,0.0009537591,0.0001311105,0.001398113,0.0003213034,0.2061486,0.00002577943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4761456,0.005606397,0.00121305,0.000354959,0.0001524999,0.0001978212,0.01607587,0.000325099,0.4999287],"genre_scores_gemma":[0.9278276,0.002850648,0.002615668,0.0003481154,0.00004876348,0.0001466514,0.009594592,0.00006332521,0.0565046],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1466351,"threshold_uncertainty_score":0.2915632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0445820312754451,"score_gpt":0.3299874697813564,"score_spread":0.2854054385059113,"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."}}