{"id":"W6900575583","doi":"10.60510/awfwi02904","title":"IGSN AWFWI02904 (EN22069-T18): Individual Sample (Biology, plant - Picea glauca) from Fort Nelson - T8 Area East, British Columbia, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Period (music); Hydrology (agriculture)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001971594,0.0008294143,0.001219832,0.0002376216,0.0001309704,0.000698395,0.0009715329,0.001297832,0.004928651],"category_scores_gemma":[0.0001381735,0.001211918,0.0003975766,0.0003684107,0.000264322,0.0001358435,0.0004729859,0.001150109,0.0001117901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828913,"about_ca_system_score_gemma":0.0001848976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9233494,"about_ca_topic_score_gemma":0.9644348,"domain_scores_codex":[0.9963189,0.0000471398,0.0007917974,0.00118043,0.0004366864,0.001225066],"domain_scores_gemma":[0.997907,0.0003430573,0.0001850711,0.001073274,0.0000460457,0.0004455612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008651356,0.00007432188,0.0007081882,0.0004697391,0.0008479486,0.000213127,0.0005286733,0.0000329854,0.000008005943,0.00003587342,0.9941146,0.002957907],"study_design_scores_gemma":[0.0006597628,0.00009137087,0.000512079,0.0007506542,0.0003678985,0.0001574241,0.0002285012,0.0005686027,0.00001145893,0.003035496,0.9922242,0.001392552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006078482,0.007070087,0.002838072,0.00002848349,0.003067782,0.0007772987,0.976839,0.001607052,0.001693723],"genre_scores_gemma":[0.01140064,0.0006498004,0.002626139,0.0001654832,0.001339118,0.0002730335,0.9795988,0.001171603,0.002775341],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0410854,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198552296053983,"score_gpt":0.2054113136019693,"score_spread":0.185556083996571,"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."}}