{"id":"W7073978575","doi":"","title":"Commentary on Remond et al.","year":2013,"lang":"en","type":"other","venue":"UWA Profiles and Research Repository (UWA)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005375782,0.0002826904,0.0003920021,0.0002571538,0.000327258,0.0001788358,0.0003839809,0.0002681417,0.01665492],"category_scores_gemma":[0.0000533726,0.0001743306,0.0001235278,0.0002390776,0.0004923237,0.00005710832,0.000102799,0.0009166384,0.0007417622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006633343,"about_ca_system_score_gemma":0.00003184425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02061531,"about_ca_topic_score_gemma":0.00006499294,"domain_scores_codex":[0.997154,0.0004886834,0.0002441726,0.0006867454,0.000831251,0.0005951458],"domain_scores_gemma":[0.9987265,0.0003243565,0.0001009685,0.0004053656,0.00006661818,0.0003761381],"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":[0.00002593991,0.00005032414,0.01238656,0.00006821138,0.00008488395,0.00008464262,0.00001787335,0.000003755612,0.0004392595,0.00007101576,0.9822,0.004567595],"study_design_scores_gemma":[0.0001699795,0.0003378601,0.007801809,0.0001690888,0.00001951021,0.00001424083,0.00009025696,0.0005618117,0.003810117,0.0008906209,0.9858471,0.0002876176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0304709,0.005634469,0.000001581863,0.02263079,0.0002851617,0.0005796819,0.0001451692,0.0001098816,0.9401423],"genre_scores_gemma":[0.05800453,0.003161054,0.000464241,0.01026622,0.0008071829,0.0000270933,0.0007698382,0.00005733021,0.9264425],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02753362,"threshold_uncertainty_score":0.9859065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675957042132988,"score_gpt":0.2772581202737158,"score_spread":0.250498549852386,"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."}}