{"id":"W3114778912","doi":"10.21203/rs.3.rs-36556/v1","title":"Formation of the Rustenburg Layered Suite by assimilation – batch crystallization (ABC) and – fractional crystallization (AFC)","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Crystallization and Solubility Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Crystallization; Fractional crystallization (geology); Suite; Medicine; Chemistry; Geochemistry; Law; Political science; Geology; Organic chemistry","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":[0.000176773,0.000159715,0.0001802659,0.0004514771,0.0004013775,0.000638557,0.0002847098,0.0001974695,0.001166247],"category_scores_gemma":[0.0002819368,0.0002266594,0.0001799412,0.0002545083,0.000469224,0.0003111932,0.0003363155,0.0001840983,0.0002441336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000659405,"about_ca_system_score_gemma":0.0002985141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004750098,"about_ca_topic_score_gemma":0.004825775,"domain_scores_codex":[0.9998882,0.000007774168,0.000007483814,0.00004043466,0.00003091807,0.00002520174],"domain_scores_gemma":[0.99992,0.00001248345,0.00002254342,0.00001725409,0.00001779345,0.000009909009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003065563,0.00004092737,0.04551007,0.0001644706,0.00003323839,0.0009320035,0.0003414183,0.005836362,0.9292523,0.00432237,0.0003015133,0.0129588],"study_design_scores_gemma":[0.00004814959,0.0001805738,0.1383725,0.00003461707,0.00002883628,0.00140056,0.0002923555,0.02200205,0.8262544,0.001789255,0.009569515,0.00002716452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972847,0.0001343134,0.0006685954,0.00001266841,0.000003382797,0.000008754322,0.0001251254,0.00003271896,0.001729851],"genre_scores_gemma":[0.9987435,0.00004043589,0.0005861552,0.000004002642,0.000001181205,0.000004469347,0.0001038694,0.00001035846,0.0005059915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004750098,"threshold_uncertainty_score":0.009444892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1668049555127579,"score_gpt":0.4122998871180374,"score_spread":0.2454949316052795,"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."}}