{"id":"W4400222068","doi":"10.48550/arxiv.2406.19985","title":"Polarization and Gorenstein liaison","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Magnetism in coordination complexes","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Polarization (electrochemistry); Physics; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002175733,0.0002235497,0.0002166683,0.0002219205,0.0001086748,0.0002168046,0.0003722516,0.0002281028,0.0007795102],"category_scores_gemma":[0.00004963908,0.0002590172,0.00006417537,0.0002565062,0.0001524941,0.0001227757,0.001655145,0.0003262425,0.0004247072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009764314,"about_ca_system_score_gemma":0.00008903755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002958508,"about_ca_topic_score_gemma":0.00007249152,"domain_scores_codex":[0.9986156,0.0001060036,0.0001609133,0.0008302523,0.00008021798,0.0002070374],"domain_scores_gemma":[0.9991648,0.00007257537,0.0001245751,0.0004411573,0.0000993127,0.00009754921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008758182,0.0001166815,0.006320374,0.001384159,0.00007021969,0.0004152144,0.0006553093,0.02580586,0.09007539,0.8664234,0.005377099,0.003268687],"study_design_scores_gemma":[0.0009341399,0.0002003361,0.007651116,0.000661234,0.0004617555,0.00002528461,0.0002637944,0.2949111,0.01772704,0.6643905,0.01099712,0.001776562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812944,0.0003425476,0.009941087,0.0002705175,0.001283008,0.0002548827,0.00008737137,0.0003286683,0.006197553],"genre_scores_gemma":[0.9902166,0.00004872441,0.0005698363,0.00004583657,0.0001151209,8.708864e-7,0.00002900756,0.00002435467,0.00894969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2691053,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05581683406677709,"score_gpt":0.1951247961259017,"score_spread":0.1393079620591246,"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."}}