{"id":"W2289380568","doi":"10.15530/urtec-2015-2154714","title":"Identifying the Effectiveness of Treatment Programs with Microseismicity","year":2015,"lang":"en","type":"article","venue":"","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"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":[0.00712242,0.000614839,0.0008433078,0.001209998,0.0005901676,0.001011485,0.001392115,0.001400982,0.003375987],"category_scores_gemma":[0.05396887,0.0002092148,0.000887769,0.001082708,0.0008351555,0.001826139,0.001298571,0.001104534,0.0002063453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001820118,"about_ca_system_score_gemma":0.004127017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004982057,"about_ca_topic_score_gemma":0.009285478,"domain_scores_codex":[0.9893216,0.00724237,0.0005687036,0.0007424317,0.00130001,0.0008248694],"domain_scores_gemma":[0.9735469,0.01785617,0.004618472,0.001364415,0.001253438,0.001360668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01794351,0.03569906,0.4585973,0.0009662241,0.002574765,0.0001635744,0.0009162353,0.02506908,0.002326173,0.006263196,0.002236099,0.4472449],"study_design_scores_gemma":[0.002574115,0.04409317,0.8773095,0.0005272683,0.003536867,0.0002566541,0.002689641,0.05038727,0.005846749,0.008629184,0.00407704,0.00007244042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902436,0.0006048052,0.002461081,0.001079287,0.00005935472,0.0005608153,0.0003506926,0.00004489097,0.004595562],"genre_scores_gemma":[0.9980369,0.0001587156,0.001139188,0.00008025861,0.00002736731,0.0001621332,0.0001238226,0.000003504419,0.0002680188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00712242,"threshold_uncertainty_score":0.03766739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04877264061281174,"score_gpt":0.2482650929661135,"score_spread":0.1994924523533017,"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."}}