{"id":"W6949627554","doi":"10.5281/zenodo.14597033","title":"Agalmopolynema mirabile Fidalgo 1988","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Holotype; Paratype; Morphology (biology); Statistical analysis","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":[0.0001207529,0.0005859159,0.0003162008,0.001155473,0.001074544,0.0003280531,0.0005345866,0.0005258349,0.007310158],"category_scores_gemma":[0.0003623387,0.0002332219,0.0001950555,0.0007963106,0.0002433922,0.0006765111,0.0007205437,0.0006251757,0.003952926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008843779,"about_ca_system_score_gemma":0.0004347082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542551,"about_ca_topic_score_gemma":0.03667163,"domain_scores_codex":[0.9998141,0.00001232374,0.00001420864,0.00006169892,0.00006667835,0.00003104589],"domain_scores_gemma":[0.9997451,0.00002272704,0.0000790527,0.0000257188,0.00009315644,0.00003428485],"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":[0.0008408172,0.0001061301,0.05730781,0.001317267,0.00006318757,0.002402733,0.001511465,0.0007507989,0.2521665,0.004368607,0.06482562,0.6143391],"study_design_scores_gemma":[0.00005429768,0.0001005402,0.4166735,0.0002694959,0.00004705324,0.002156809,0.0004070478,0.0002657251,0.006157408,0.0006756479,0.5731688,0.00002376805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5016892,0.01169071,0.01201108,0.001303153,0.0007896558,0.0008485678,0.02750967,0.001580399,0.4425776],"genre_scores_gemma":[0.8735811,0.003031461,0.01421214,0.0003368923,0.0001438997,0.0005238607,0.01438639,0.0001986973,0.09358554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01542551,"threshold_uncertainty_score":0.03067142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997615472932615,"score_gpt":0.2678429145232553,"score_spread":0.2378667597939291,"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."}}