{"id":"W6975645852","doi":"10.60510/awfwi02469","title":"IGSN AWFWI02469 (EN22027-T01): Individual Sample (Biology, plant - Picea mariana) from Peel River Watershed, Northwest Territories, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Quality (philosophy); Hydrology (agriculture); Period (music)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005829845,0.0007996993,0.00102806,0.0002259019,0.0004665387,0.0004204067,0.001472203,0.001283624,0.00530821],"category_scores_gemma":[0.0003643871,0.0007047902,0.0004155735,0.0002377608,0.001246823,0.0002923415,0.0005569155,0.0008507985,0.0002634512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007861047,"about_ca_system_score_gemma":0.0007511934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983168,"about_ca_topic_score_gemma":0.995288,"domain_scores_codex":[0.9960488,0.0001948281,0.0006778394,0.001366243,0.0005464413,0.001165829],"domain_scores_gemma":[0.9974692,0.0005709134,0.0005449363,0.0009311844,0.00005625837,0.0004274424],"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":[0.00002630281,0.00007098541,0.01181582,0.0001013466,0.0005417654,0.0000594844,0.01941896,8.691956e-7,1.42375e-7,0.006872527,0.9588504,0.00224136],"study_design_scores_gemma":[0.0005023432,0.0000528755,0.003326822,0.0001761755,0.0001874722,0.000004434319,0.001788779,0.000002793795,0.000003661348,0.01580058,0.9772411,0.0009129664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003325989,0.002331439,0.0001413661,0.001213687,0.005621559,0.0006655048,0.9836673,0.0003909364,0.002642289],"genre_scores_gemma":[0.007324765,0.001200715,0.001424931,0.0005371005,0.006468484,0.0001307357,0.9750523,0.0004300833,0.00743091],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01839066,"threshold_uncertainty_score":0.9995403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219635819422286,"score_gpt":0.2634078337821576,"score_spread":0.241444251839929,"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."}}