{"id":"W6908498014","doi":"10.26186/149179","title":"Layered geology of Australia","year":2024,"lang":"en","type":"dataset","venue":"Geoscience Australia","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Weyerhauser (Canada)","funders":"","keywords":"Cenozoic; Stratigraphy; Resource (disambiguation); Mesozoic; Scale (ratio); Geologist; Geologic time scale; Environmental geology","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":[0.0003852121,0.0005128246,0.0004563203,0.003637096,0.0006418338,0.00140196,0.0006842976,0.0003797069,0.02166042],"category_scores_gemma":[0.002422007,0.0003458098,0.0004187574,0.007502389,0.0002809439,0.001362149,0.001227758,0.0008222634,0.01337568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720618,"about_ca_system_score_gemma":0.002951236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2473715,"about_ca_topic_score_gemma":0.2778302,"domain_scores_codex":[0.9993844,0.00005389294,0.00008191785,0.0001130116,0.0002776594,0.0000890498],"domain_scores_gemma":[0.9985505,0.00008858534,0.0001805873,0.0001930506,0.0008696335,0.0001175591],"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":[0.0001167503,0.00004816873,0.05960441,0.002079936,0.0001029574,0.0003190892,0.00192253,0.001944085,0.001584471,0.01024296,0.8175435,0.1044911],"study_design_scores_gemma":[0.000009221441,0.00001322877,0.1120951,0.0002128845,0.00001506286,0.0001332591,0.0005502373,0.001198485,0.000397451,0.00109013,0.8842558,0.00002899358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02570785,0.001755042,0.002597849,0.001041057,0.0002453408,0.0001943762,0.8881608,0.001798158,0.07849969],"genre_scores_gemma":[0.1102969,0.003084405,0.01017707,0.0007214449,0.0001068168,0.0004763832,0.8336063,0.0009477329,0.04058288],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2473715,"threshold_uncertainty_score":0.4918632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123873055668649,"score_gpt":0.2938774229916332,"score_spread":0.1700043673229842,"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."}}