{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007913958,0.0003454499,0.0004114067,0.001342516,0.001999703,0.00260142,0.0006043738,0.0007376493,0.006806507],"category_scores_gemma":[0.001897992,0.0002995129,0.0005451085,0.0006736369,0.00510088,0.005367375,0.003945821,0.001944004,0.0005171958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327481,"about_ca_system_score_gemma":0.000496223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004667811,"about_ca_topic_score_gemma":0.0002788188,"domain_scores_codex":[0.9991205,0.0001855451,0.0000332851,0.0001797758,0.0002129069,0.000267994],"domain_scores_gemma":[0.9990921,0.0003208934,0.0001178874,0.000118731,0.0001392279,0.0002110918],"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":[0.0000192288,0.0000133872,0.0005006548,0.00002069136,0.000005862239,0.00008468261,0.0003847718,0.0005737898,0.0008215411,0.994428,0.0003227239,0.002824737],"study_design_scores_gemma":[0.00001914344,0.00004737838,0.0008893153,0.00002773648,0.00001142722,0.0002092966,0.0004887294,0.002792752,0.002636282,0.9863098,0.006542705,0.00002547846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7819414,0.001014247,0.05992002,0.002296909,0.0001617557,0.00006481897,0.0001268415,0.0002935185,0.1541806],"genre_scores_gemma":[0.9878718,0.0002742432,0.003721345,0.0001603535,0.00008822871,0.00003192356,0.00008377603,0.0000265735,0.007741798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006806507,"threshold_uncertainty_score":0.02276999,"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."}}