{"id":"W7082142954","doi":"10.5281/zenodo.17148870","title":"Entomology and Orinothology Novel: Cas System Genetics in Natural Environments and Mineral Resources","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aerosan; Manitoba Aerospace Association; Magellan Aerospace (Canada); Quaternion Aerospace (Canada)","funders":"","keywords":"Natural (archaeology); Natural resource; Mineral resource classification; Entomology; Resource (disambiguation); Natural mineral; Genetic resources","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":[0.000720483,0.003046298,0.001599339,0.002813267,0.001053427,0.003836731,0.002410192,0.001949498,0.09494218],"category_scores_gemma":[0.003879905,0.0007764343,0.00145823,0.005064571,0.0005021306,0.001973799,0.002279803,0.00259043,0.1480226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375272,"about_ca_system_score_gemma":0.002167987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01496357,"about_ca_topic_score_gemma":0.03347497,"domain_scores_codex":[0.9991006,0.0001242213,0.00007950132,0.0002828441,0.0002484737,0.0001643268],"domain_scores_gemma":[0.9982849,0.0005281364,0.000172598,0.0004780469,0.0003169962,0.0002193592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004285608,0.00001548278,0.0009188867,0.0004707379,0.00002061663,0.00002331483,0.00001572398,0.0002911041,0.0001669468,0.0005394751,0.9940583,0.0034367],"study_design_scores_gemma":[0.0001537079,0.00001766771,0.004107043,0.0001930967,0.00002243444,0.0001209164,0.00003953527,0.0005930893,0.0003779019,0.002229715,0.9921241,0.00002066655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002128763,0.000229706,0.0002126793,0.000134573,0.00008635461,0.000007693091,0.9967805,0.0009967779,0.001338805],"genre_scores_gemma":[0.0004193903,0.0001060842,0.0003743857,0.00007182909,0.0000103686,0.0000246104,0.9979571,0.0001132675,0.0009230112],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09494218,"threshold_uncertainty_score":0.3176132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639419385642148,"score_gpt":0.2232091728635852,"score_spread":0.2068149790071637,"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."}}