{"id":"W2509824702","doi":"10.1190/tle35090804.1","title":"Member Services","year":2016,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Management","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":[0.005095444,0.0009697177,0.0006696022,0.003282818,0.00433344,0.008343543,0.002069579,0.003054083,0.772177],"category_scores_gemma":[0.02385006,0.0004068131,0.0005724186,0.003393736,0.0005154091,0.003699627,0.005830882,0.001930553,0.6878983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479902,"about_ca_system_score_gemma":0.00714717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003845546,"about_ca_topic_score_gemma":0.007652932,"domain_scores_codex":[0.9956061,0.00096521,0.0002845222,0.0004342548,0.001933358,0.0007765586],"domain_scores_gemma":[0.9599685,0.001690204,0.001147983,0.002639636,0.01634971,0.01820391],"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":[0.00001926217,0.00003732986,0.0003594567,0.00004540109,0.000001430443,0.00003330633,0.0000923774,0.00001535311,0.0001161389,0.0009699671,0.9566841,0.04162583],"study_design_scores_gemma":[0.000003034572,0.000008906693,0.0002900109,0.00002246213,8.673656e-7,0.00005047743,0.0001686808,0.00002580951,0.00003703005,0.0001748323,0.999215,0.000002803113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002694035,0.001545377,0.003574988,0.0200627,0.01241789,0.0006336811,0.008361006,0.005998903,0.9447114],"genre_scores_gemma":[0.007591732,0.00137561,0.002314299,0.00497595,0.002812637,0.0003513373,0.005734434,0.00171069,0.9731333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.772177,"threshold_uncertainty_score":0.3249618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148598214042475,"score_gpt":0.2307966989726564,"score_spread":0.1993107168322316,"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."}}