{"id":"W4242716592","doi":"10.29173/ikc3252","title":"Welcome","year":2019,"lang":"en","type":"article","venue":"International Kimberlite Conference Extended Abstracts: 2003","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00305363,0.001262589,0.001048977,0.001373795,0.0039019,0.008403194,0.002131343,0.004894708,0.6094997],"category_scores_gemma":[0.02272404,0.0004200199,0.0007949485,0.0008448287,0.0008049656,0.003769806,0.007135478,0.006771697,0.4610791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001974255,"about_ca_system_score_gemma":0.003633172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531814,"about_ca_topic_score_gemma":0.004048127,"domain_scores_codex":[0.9961402,0.0007788358,0.0001468262,0.0004806551,0.00187119,0.0005823678],"domain_scores_gemma":[0.9785106,0.002030404,0.0005420791,0.0009717586,0.009171625,0.008773565],"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":[0.00002691221,0.00001866917,0.0000486718,0.00004405631,0.000001099881,0.00005268024,0.00008036586,0.00001231184,0.0001401893,0.0008549845,0.9803793,0.01834073],"study_design_scores_gemma":[0.00000706812,0.00001390708,0.0001020644,0.00004427593,0.000001011016,0.00005154041,0.0001767765,0.00001053111,0.00004631447,0.0004979038,0.9990438,0.000004877498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001755221,0.00499792,0.004381261,0.1521973,0.3050995,0.0008026542,0.005507903,0.003541659,0.5217167],"genre_scores_gemma":[0.003540518,0.001384961,0.001304894,0.03071431,0.01788662,0.0004007694,0.001998524,0.001054549,0.9417149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3905003,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596790809734842,"score_gpt":0.2405285088577664,"score_spread":0.224560600760418,"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."}}