{"id":"W6930850422","doi":"10.5281/zenodo.14593677","title":"Reboulia hemisphaerica Raddi","year":2024,"lang":"fr","type":"article","venue":"Open MIND","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atlas (anatomy); Massif; Plateau (mathematics); Karst; Stratum","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":[0.0002824213,0.001245573,0.0006824704,0.003220772,0.003409104,0.001172305,0.001242055,0.0006419496,0.03152093],"category_scores_gemma":[0.0004474513,0.0004285357,0.0004045451,0.002460328,0.000830967,0.001138864,0.00128276,0.001333148,0.01296038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758825,"about_ca_system_score_gemma":0.0009095095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03875112,"about_ca_topic_score_gemma":0.09911492,"domain_scores_codex":[0.9997172,0.00002163624,0.00001418303,0.0001002632,0.00007728544,0.00006932112],"domain_scores_gemma":[0.9997734,0.00001989811,0.00007166608,0.00004036522,0.00006911423,0.00002554497],"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":[0.0003694595,0.00009515236,0.0186625,0.001380879,0.00008878527,0.001596815,0.002071627,0.0005639228,0.01141848,0.01143325,0.1317084,0.8206106],"study_design_scores_gemma":[0.00001456633,0.00001715106,0.03801948,0.0001977696,0.00002513821,0.0007932453,0.0002507333,0.00006829769,0.0006232953,0.0005768463,0.959397,0.00001663867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04410513,0.06874219,0.002497168,0.001735107,0.001543574,0.0004058694,0.01112121,0.001328942,0.8685208],"genre_scores_gemma":[0.7085987,0.0251565,0.009093979,0.002349001,0.001625034,0.0004506776,0.0205089,0.0005144034,0.2317028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03875112,"threshold_uncertainty_score":0.105448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6751818711559903,"score_gpt":0.5688737349943801,"score_spread":0.1063081361616102,"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."}}