{"id":"W4388280539","doi":"10.2140/involve.2023.16.579","title":"A note on positive bilinear maps","year":2023,"lang":"en","type":"article","venue":"Involve a Journal of Mathematics","topic":"Advanced Banach Space Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Bilinear interpolation; Mathematics; Calculus (dental); Medicine; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.001624156,0.0002541729,0.0005852834,0.0004120923,0.00008648753,0.00003316738,0.0004098853,0.0001161753,0.00006421965],"category_scores_gemma":[0.003553119,0.0001945043,0.0002917011,0.0004841129,0.0001097573,0.0001433315,0.00009305728,0.0004855019,0.0004294749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277147,"about_ca_system_score_gemma":0.00009444406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.211378e-7,"about_ca_topic_score_gemma":0.000003905453,"domain_scores_codex":[0.9978482,0.000103293,0.0008237576,0.0001478744,0.0007142148,0.0003626585],"domain_scores_gemma":[0.9946967,0.003460796,0.0008865483,0.0004407419,0.0003574704,0.0001577926],"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":[0.0008112436,0.004308647,0.00008792866,0.002197166,0.001326271,0.003429195,0.06131056,0.00270634,0.02284368,0.7159305,0.1775293,0.007519178],"study_design_scores_gemma":[0.0007960972,0.0005872389,0.00001310218,0.0008385466,0.0001186124,0.0002158844,0.002779386,0.001184,0.008157219,0.9837957,0.001276573,0.0002376581],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.884988,0.0003398796,0.09714884,0.003397771,0.001160513,0.0009768441,0.0001079303,0.0004909582,0.01138934],"genre_scores_gemma":[0.4116003,0.0004938035,0.5782555,0.001029384,0.0015813,0.00002070339,0.00001297635,0.0004403353,0.006565739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4811066,"threshold_uncertainty_score":0.7931655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05139597903231745,"score_gpt":0.3441053392634702,"score_spread":0.2927093602311527,"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."}}