{"id":"W6892501816","doi":"10.5281/zenodo.10060378","title":"The Valen Prospect: It's SPM,... No it's not,...Yes it is!.. No wait....","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geoscience BC","funders":"","keywords":"Inversion (geology); Environmental geology; Regional geology; Regolith; Structural complexity; Tempest; Earth model; Interpretation (philosophy); Geological survey","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":[0.0008933234,0.0003829096,0.0002846924,0.0003758576,0.002498156,0.003128798,0.0004677639,0.001405241,0.0387207],"category_scores_gemma":[0.002609929,0.00027131,0.0003030647,0.000324106,0.001681828,0.002920151,0.002189453,0.002540978,0.0115784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177649,"about_ca_system_score_gemma":0.001472645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01612956,"about_ca_topic_score_gemma":0.03374816,"domain_scores_codex":[0.9996501,0.00007914739,0.00001078989,0.00006035837,0.0001137725,0.00008568711],"domain_scores_gemma":[0.9993176,0.00009090788,0.00004015853,0.00006670604,0.0002690338,0.0002156203],"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":[0.0003358108,0.00006469198,0.02662693,0.0004216842,0.00007258969,0.001601334,0.01199331,0.001025753,0.005925559,0.01997689,0.6520249,0.2799307],"study_design_scores_gemma":[0.00001448993,0.0001037143,0.01641928,0.0002779521,0.00002003291,0.0007445751,0.01187785,0.0006246603,0.001158933,0.007196564,0.9614862,0.00007579976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1413131,0.005255028,0.0225812,0.2598085,0.01012657,0.0002515743,0.002401584,0.003066281,0.5551962],"genre_scores_gemma":[0.3836013,0.002442749,0.01367815,0.01971197,0.0006589504,0.00006618055,0.001109368,0.0007770577,0.5779543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0387207,"threshold_uncertainty_score":0.1295336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03935724615062725,"score_gpt":0.2549134830665883,"score_spread":0.2155562369159611,"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."}}