{"id":"W7079505616","doi":"10.5281/zenodo.17049893","title":"EmitoMetrix software windows version","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"","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":[0.001288262,0.002098122,0.001531322,0.002331834,0.0006320013,0.002115027,0.001583652,0.00077462,0.2803476],"category_scores_gemma":[0.002542797,0.001460998,0.001040333,0.001695103,0.0004252341,0.001951719,0.001653275,0.001682511,0.1435615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004709561,"about_ca_system_score_gemma":0.000961982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412212,"about_ca_topic_score_gemma":0.002263139,"domain_scores_codex":[0.9991788,0.0001097693,0.00009246357,0.0002726243,0.0002394668,0.0001069492],"domain_scores_gemma":[0.9992579,0.0002508655,0.00006658649,0.0001610415,0.0002097737,0.00005386572],"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":[0.0009464672,0.0001241643,0.001507425,0.001275613,0.0001648318,0.0002007094,0.0002790974,0.001971633,0.02300498,0.01438899,0.7014176,0.2547184],"study_design_scores_gemma":[0.0002533258,0.00009015827,0.002115743,0.0001888336,0.0001518234,0.0006653883,0.00006419266,0.01650333,0.04818941,0.01213319,0.9195123,0.0001321264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.007153711,0.0007630101,0.3855358,0.0002815884,0.0004717311,0.0005541667,0.07498366,0.4359808,0.09427556],"genre_scores_gemma":[0.02863746,0.0006970565,0.4375216,0.0005697713,0.0002397362,0.002884405,0.1009707,0.2553943,0.173085],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2803476,"threshold_uncertainty_score":0.9378563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886643942905631,"score_gpt":0.2268905143072326,"score_spread":0.2080240748781763,"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."}}