{"id":"W4237273346","doi":"10.1007/s10751-007-9574-8","title":"Foreword","year":2006,"lang":"en","type":"article","venue":"Hyperfine Interactions","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; TRIUMF","funders":"","keywords":"Materials 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001034994,0.0009089737,0.0008846961,0.001549639,0.002050317,0.00269781,0.001279872,0.00270395,0.2486052],"category_scores_gemma":[0.004099511,0.0002530099,0.0006482639,0.0007555312,0.0005639537,0.002109208,0.001976687,0.003356495,0.2580319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263543,"about_ca_system_score_gemma":0.001693411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001905562,"about_ca_topic_score_gemma":0.003057261,"domain_scores_codex":[0.9992576,0.00007871714,0.00003626038,0.00009477387,0.0004413686,0.00009134073],"domain_scores_gemma":[0.9976897,0.0002430368,0.000106573,0.000244898,0.00127082,0.0004449605],"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":[0.00002324874,0.00001349425,0.00002569695,0.0000773299,0.000002231863,0.00002811764,0.00001025201,0.00001308028,0.0002702388,0.003541272,0.961359,0.03463616],"study_design_scores_gemma":[0.000003686272,0.00001060566,0.0001017576,0.00004792938,0.00000285381,0.00004642906,0.00001173472,0.00001964483,0.0002371325,0.001747794,0.997767,0.000003383045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008946723,0.01421226,0.004446568,0.07961117,0.4267602,0.0003184751,0.001984754,0.001609153,0.4701627],"genre_scores_gemma":[0.003029927,0.003526137,0.00109899,0.01987761,0.03732799,0.0001192589,0.001164742,0.0005161294,0.9333393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7513948,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457696676788042,"score_gpt":0.2705232384042654,"score_spread":0.255946271636385,"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."}}