{"id":"W2142250712","doi":"10.2113/gscanmin.44.1.1","title":"ON THE CLASSIFICATION OF AMPHIBOLES","year":2006,"lang":"en","type":"article","venue":"The Canadian Mineralogist","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre National de la Recherche Scientifique; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Amphibole; Geology; Geochemistry; Mineralogy; Paleontology","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000823423,0.0003223686,0.0002438526,0.002248178,0.001461937,0.001944941,0.001144539,0.0007207656,0.006460434],"category_scores_gemma":[0.001878426,0.000118447,0.0002928913,0.001366396,0.003013512,0.001426757,0.001062327,0.001408955,0.00200541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383776,"about_ca_system_score_gemma":0.001128217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007219248,"about_ca_topic_score_gemma":0.009207134,"domain_scores_codex":[0.9992293,0.0002296576,0.00006592526,0.0001266063,0.000254756,0.00009372719],"domain_scores_gemma":[0.9991942,0.0001342551,0.0001119717,0.0001034978,0.0003956248,0.0000605228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002588264,0.00004281825,0.01064599,0.0004939382,0.00002282625,0.000537025,0.004081279,0.001794271,0.008706562,0.4805264,0.04888273,0.4440073],"study_design_scores_gemma":[0.00001388457,0.0001373773,0.01263746,0.0003875196,0.00002117981,0.0005464301,0.002038149,0.002708394,0.002758682,0.06003276,0.9186791,0.00003909504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2020773,0.01453308,0.1124925,0.01171569,0.005395748,0.0007131376,0.002074779,0.001062732,0.6499351],"genre_scores_gemma":[0.674794,0.009520204,0.1485986,0.002845665,0.001388347,0.0003278948,0.002690847,0.0002844917,0.15955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007219248,"threshold_uncertainty_score":0.02161229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467558618398273,"score_gpt":0.2338086335784142,"score_spread":0.2091330473944314,"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."}}