{"id":"W4225259851","doi":"10.2138/rmg.2022.87.14","title":"Magma / Suspension Rheology","year":2022,"lang":"en","type":"article","venue":"Reviews in Mineralogy and Geochemistry","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Horizon 2020 Framework Programme; Agence Nationale de la Recherche","keywords":"Technical university; Humanities; Art history; Library science; History; Art; Computer science","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":[0.0005425587,0.001066669,0.0008039626,0.00142039,0.0004349683,0.001741944,0.0008677007,0.001936401,0.05219885],"category_scores_gemma":[0.0005683646,0.000208316,0.0003931306,0.0007983769,0.0004983912,0.002625731,0.001605691,0.001576364,0.02828614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006225633,"about_ca_system_score_gemma":0.0005262609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004266792,"about_ca_topic_score_gemma":0.0004882663,"domain_scores_codex":[0.9998418,0.00001262778,0.00000811214,0.00005345656,0.00005939529,0.00002460248],"domain_scores_gemma":[0.9997839,0.00002800036,0.00002043603,0.00001314845,0.00009640517,0.00005808126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001685045,0.00009896595,0.0002915782,0.003773421,0.00003030997,0.0002191357,0.0000930578,0.0003848251,0.05502816,0.0154729,0.393104,0.5313351],"study_design_scores_gemma":[0.00001298969,0.00007134078,0.0007837306,0.0003618243,0.00001613591,0.0001290263,0.00005012882,0.00021403,0.007482713,0.004129004,0.9867362,0.00001277279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006513595,0.6837314,0.01122219,0.02181089,0.05826309,0.0002031474,0.001084366,0.001056509,0.2161149],"genre_scores_gemma":[0.03253292,0.4132167,0.003488095,0.005733692,0.0499302,0.0001598342,0.001457499,0.0003914149,0.4930897],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05219885,"threshold_uncertainty_score":0.1746226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414909563145902,"score_gpt":0.241318799548372,"score_spread":0.227169703916913,"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."}}