{"id":"W3114778912","doi":"10.21203/rs.3.rs-36556/v1","title":"Formation of the Rustenburg Layered Suite by assimilation &amp;#x2013; batch crystallization (ABC) and &amp;#x2013; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01052587,0.0007664208,0.001037816,0.001115577,0.00248739,0.001341681,0.001601278,0.000984286,0.002789935],"category_scores_gemma":[0.008987981,0.0006626543,0.0003604929,0.002664983,0.001737179,0.001375318,0.003884433,0.002788043,0.0001719857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326596,"about_ca_system_score_gemma":0.001294319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327177,"about_ca_topic_score_gemma":0.001857359,"domain_scores_codex":[0.982007,0.005456765,0.001886118,0.001891883,0.007082554,0.00167566],"domain_scores_gemma":[0.9866706,0.002647808,0.0008506514,0.001868556,0.007340497,0.0006218727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000966178,0.001129916,0.006094711,0.008578447,0.0001844401,0.000003425977,0.0138112,0.01562912,0.8345787,0.00413821,0.1134748,0.001410928],"study_design_scores_gemma":[0.005179325,0.001234879,0.03967966,0.005486752,0.00022645,0.00004039368,0.01199795,0.04920378,0.03599036,0.0529637,0.7943345,0.003662272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4838809,0.003258983,0.466487,0.02365754,0.001426012,0.01301153,0.004018613,0.0006537454,0.003605642],"genre_scores_gemma":[0.9873605,0.002923798,0.002039272,0.0001070893,0.0005206622,0.0007888806,0.003539669,0.0001621011,0.002558074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7985883,"threshold_uncertainty_score":0.999695,"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."}}