{"id":"W4252245858","doi":"10.3749/canmin.int001","title":"Preface","year":2015,"lang":"en","type":"article","venue":"The Canadian Mineralogist","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001900503,0.0008234025,0.0006726473,0.004983806,0.004783751,0.003248116,0.001466442,0.001194412,0.3674374],"category_scores_gemma":[0.01711715,0.0003219318,0.0006508236,0.003302174,0.000736097,0.001728484,0.001778337,0.002837587,0.1963385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006831907,"about_ca_system_score_gemma":0.008729112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.137082,"about_ca_topic_score_gemma":0.187805,"domain_scores_codex":[0.9987716,0.0001211919,0.00006645965,0.0001644006,0.000756737,0.0001196353],"domain_scores_gemma":[0.9891614,0.001122646,0.0002246147,0.000587786,0.00801354,0.0008899896],"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":[0.000007948234,0.000004957289,0.00004334983,0.00002795972,6.034597e-7,0.00001146443,0.0000215635,0.00001489329,0.00001812125,0.001410023,0.9891074,0.009331649],"study_design_scores_gemma":[0.00000205742,0.000002280536,0.0002097247,0.00005703538,0.000001009972,0.00001338645,0.00004627008,0.00001105148,0.00002709453,0.0007809541,0.9988462,0.000002980229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000906512,0.01186638,0.003212614,0.0467727,0.2570166,0.0006859559,0.02219541,0.001148746,0.656195],"genre_scores_gemma":[0.003298963,0.004322225,0.001507691,0.00757316,0.01774409,0.0002239321,0.008007041,0.0005269579,0.9567961],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6325626,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276716348816992,"score_gpt":0.2802877142260214,"score_spread":0.1526160793443223,"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."}}