{"id":"W2508099333","doi":"","title":"Barrie Blanchard 1938-2013","year":2014,"lang":"fi","type":"article","venue":"˜The œAusIMM bulletin/AusIMM bulletin","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004237856,0.001674247,0.001727403,0.0003660789,0.00174683,0.0006734157,0.001667705,0.001124731,0.05982872],"category_scores_gemma":[0.001300215,0.001421397,0.0008818828,0.000699897,0.0006853436,0.00009080763,0.0008118483,0.001694147,0.04718797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003431917,"about_ca_system_score_gemma":0.0001701026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009492398,"about_ca_topic_score_gemma":0.0002966358,"domain_scores_codex":[0.9899357,0.001547689,0.002747833,0.001726332,0.001908474,0.002133948],"domain_scores_gemma":[0.9909198,0.002611783,0.001810338,0.003113777,0.000813131,0.0007312035],"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":[0.0003441397,0.0006498751,0.0008080031,0.0008178714,0.00036366,0.00005596123,0.00260167,0.00114761,0.0002277268,0.03049492,0.9526388,0.009849761],"study_design_scores_gemma":[0.002570613,0.0003571896,0.002554303,0.0005459567,0.0005832153,0.000163156,0.0003949434,0.008546287,0.0001232026,0.004972846,0.9775264,0.001661855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1718888,0.008075275,0.05616561,0.4793835,0.0185171,0.01225981,0.001292836,0.003407429,0.2490097],"genre_scores_gemma":[0.8760579,0.0005167185,0.007075757,0.00967217,0.004854705,0.0002804657,0.0004645086,0.000610714,0.1004671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7041692,"threshold_uncertainty_score":0.9996004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174812100327433,"score_gpt":0.2596198420240342,"score_spread":0.2378717210207599,"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."}}