{"id":"W7084101134","doi":"10.1364/iprsn.2025.ith3a.7","title":"InP-Based High Index Contrast Platform For Optoelectronic Integration","year":2025,"lang":"en","type":"article","venue":"","topic":"Plant nutrient uptake and metabolism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Wildlife Federation","funders":"","keywords":"Contrast (vision); High contrast; Epitaxy; Index (typography); Contrast ratio","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001145145,0.0004531898,0.0002344061,0.0001893182,0.0002116517,0.0004572065,0.0007258222,0.0005601221,0.0008224393],"category_scores_gemma":[0.0001357511,0.0002548372,0.0001548759,0.0001339802,0.0001797032,0.0004925012,0.0004260588,0.0004458712,0.0004439358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003212445,"about_ca_system_score_gemma":0.0001784063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002322218,"about_ca_topic_score_gemma":0.0004614227,"domain_scores_codex":[0.9998968,0.000007789449,0.000004092614,0.00002391071,0.00004696953,0.00002052374],"domain_scores_gemma":[0.9999357,0.000008678543,0.00002234292,0.000007450244,0.00001382976,0.00001198845],"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":[0.00001446857,0.00001720529,0.00004577873,0.00003673201,0.000003580938,0.00006765625,0.000008810211,0.0001833732,0.9969241,0.0006116709,0.0001086495,0.001977884],"study_design_scores_gemma":[0.000005711287,0.00007996151,0.0003271757,0.000003608979,0.000009258469,0.0001741786,0.000007790043,0.003698903,0.9920776,0.0001362115,0.003473228,0.000006292268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8378677,0.002768187,0.1396369,0.000464745,0.000469116,0.0001925489,0.0005420915,0.0007466786,0.01731201],"genre_scores_gemma":[0.9156964,0.001108232,0.07607941,0.0001045154,0.00004489966,0.0001109924,0.0002516382,0.00006577987,0.006538204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008224393,"threshold_uncertainty_score":0.002751291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297489843628017,"score_gpt":0.2223894101877832,"score_spread":0.209414511751503,"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."}}