{"id":"W6885982896","doi":"10.14288/1.0082621","title":"Nanaimo Courier","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Heusler alloys: electronic and magnetic properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Production (economics); Work (physics); Investment (military); Key (lock)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003594437,0.00008167125,0.0001235974,0.00002295444,0.0009432615,0.001001517,0.0004094976,0.00003876635,0.003669748],"category_scores_gemma":[0.0001082443,0.00006787149,0.0000221459,0.0003544714,0.00007035358,0.0002592631,0.0002058053,0.00007049045,0.0004261617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091119,"about_ca_system_score_gemma":0.0007057727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007714132,"about_ca_topic_score_gemma":0.002034066,"domain_scores_codex":[0.9991762,0.00006352767,0.0001380846,0.000196725,0.0001596891,0.0002657631],"domain_scores_gemma":[0.9994465,0.00001928547,0.0000305791,0.0002309204,0.0001204965,0.0001522841],"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":[0.00002642761,0.00005035294,0.000002049427,0.000001239625,0.000004838689,0.000002024769,0.0001912428,0.00002182094,0.004891824,0.0006212448,0.9939054,0.0002814882],"study_design_scores_gemma":[0.0005712393,0.0002387004,0.000007146012,0.000006451798,0.00001479969,0.00002911151,0.0003443479,0.00015787,0.01612625,0.004171154,0.9781865,0.0001464459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002598879,0.0001786073,0.0007377154,0.0007595367,0.0005605729,0.0003387851,0.000009502115,0.00008091083,0.9947355],"genre_scores_gemma":[0.1202241,0.00001324518,0.00195314,0.0003489515,0.00008468116,0.0001636816,0.000001413008,0.00001392616,0.8771968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1176252,"threshold_uncertainty_score":0.9988936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03612250697435049,"score_gpt":0.2644795231573836,"score_spread":0.2283570161830331,"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."}}