{"id":"W3158114930","doi":"10.1557/proc-1000-l01-01","title":"Pathways to new magnetic semiconductors and half metals","year":2007,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Metallurgical and Alloy Processes","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Ferromagnetism; Polar; Inductive coupling; Coupling (piping); Transition metal; Oxide; Metal; Condensed matter physics; Chemical physics; Magnetic semiconductor; Semiconductor; Nanotechnology; Optoelectronics; Metallurgy; Physics; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006038336,0.0001772465,0.0002342392,0.000092113,0.00009421467,0.0001847697,0.0002336854,0.00006825339,0.001099444],"category_scores_gemma":[0.000218696,0.0001362658,0.00003375906,0.0002928815,0.00006473888,0.0003041829,0.0001380589,0.00007984975,0.0003633711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001472974,"about_ca_system_score_gemma":0.00002951225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005740882,"about_ca_topic_score_gemma":0.000005610737,"domain_scores_codex":[0.9986008,0.000003076065,0.0002729107,0.0004211544,0.0002734992,0.000428525],"domain_scores_gemma":[0.9992957,0.00004060919,0.00006487453,0.00007048325,0.00009529244,0.000433043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000205054,0.00001783834,0.0001536087,0.00005371851,0.000002291453,0.000004679636,0.0007703112,3.793008e-7,0.9910978,0.00321745,0.001556535,0.003104878],"study_design_scores_gemma":[0.0002642219,0.0002139369,0.0008756968,0.00004184412,0.00002428977,0.00004027304,0.0004062864,0.000006771677,0.9171677,0.004487084,0.07617845,0.000293444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915545,0.0005327866,0.0001863934,0.0004890107,0.0001738361,0.0001826726,0.000001833098,0.0001373,0.006741691],"genre_scores_gemma":[0.986719,0.00002098057,0.007609652,0.0007807826,0.0002252655,0.000008156106,7.106943e-7,0.00001943222,0.004616078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07462192,"threshold_uncertainty_score":0.9998137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956489039263657,"score_gpt":0.2468901844576757,"score_spread":0.2173252940650391,"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."}}