{"id":"W4229733243","doi":"10.5741/gems.38.1.114","title":"Gemological Abstracts","year":2002,"lang":"en","type":"article","venue":"Gems & Gemology","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005033804,0.0004220092,0.0002543232,0.003284909,0.001509877,0.001600727,0.0006845202,0.00050891,0.2204824],"category_scores_gemma":[0.001112463,0.0001883849,0.0002967197,0.002570458,0.0002826718,0.0009206144,0.001615536,0.0005092887,0.042387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479548,"about_ca_system_score_gemma":0.001604037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007352206,"about_ca_topic_score_gemma":0.01629665,"domain_scores_codex":[0.999699,0.00002522948,0.00002467827,0.00004553575,0.0001687372,0.00003686183],"domain_scores_gemma":[0.9992316,0.0000304579,0.00005812157,0.0001318681,0.0004056339,0.0001423777],"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":[0.00009136389,0.00002818007,0.003857343,0.0005029286,0.00001304482,0.0003665019,0.000351961,0.00008299592,0.003052623,0.005417981,0.8065174,0.1797177],"study_design_scores_gemma":[0.000002265328,0.000005021599,0.005231784,0.0000264763,0.000002229535,0.00005822878,0.0001239853,0.00001920245,0.0002856298,0.0003109757,0.9939324,0.000001799899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02972304,0.01134571,0.002442606,0.01266661,0.0149666,0.0003973927,0.0576776,0.001812902,0.8689675],"genre_scores_gemma":[0.07231328,0.005112635,0.002738343,0.001199019,0.002810195,0.0001144098,0.03051699,0.0005058449,0.8846893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7795176,"threshold_uncertainty_score":0.7375871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03627628828997482,"score_gpt":0.1995139834720579,"score_spread":0.1632376951820831,"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."}}