{"id":"W2032043671","doi":"10.1190/tle26111380.1","title":"Some memories, thoughts, and a word or two","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Nurses in Oncology; University of British Columbia","funders":"","keywords":"Psychology; Brother; Aesthetics; Sociology; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0006899864,0.000106983,0.0001226857,0.00005975891,0.00007286096,0.00004147196,0.0001201975,0.00004149762,0.000009146259],"category_scores_gemma":[0.00007717692,0.00006931926,0.00002265227,0.0001836183,0.00003122548,0.0001000485,0.00002297476,0.0001765305,0.0000294591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002934158,"about_ca_system_score_gemma":0.000004901337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002210152,"about_ca_topic_score_gemma":0.000008500829,"domain_scores_codex":[0.9994342,0.00002097428,0.000132627,0.00008988255,0.00008805543,0.0002342466],"domain_scores_gemma":[0.9993412,0.0003716006,0.00001121434,0.0002043673,0.00001106876,0.00006054044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001066865,0.00001830554,0.0008529518,0.0002643586,0.0001454264,0.00006143386,0.005499322,0.8375667,0.01029406,0.009030813,0.01091611,0.1252439],"study_design_scores_gemma":[0.001685774,0.00005088099,0.004765846,0.000133377,0.00005570126,0.0000839582,0.0002699999,0.4143714,0.0313921,0.005691683,0.5407276,0.0007717911],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8279133,0.004070793,0.1587987,0.0002203004,0.001796591,0.000188468,0.000002433972,0.0009828967,0.006026541],"genre_scores_gemma":[0.9730685,0.0002204443,0.01753852,0.00007007892,0.001731924,0.000005597253,0.000001916733,0.00005381284,0.007309149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5298114,"threshold_uncertainty_score":0.2826757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03261184240743351,"score_gpt":0.3100571614485298,"score_spread":0.2774453190410963,"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."}}