{"id":"W6975800092","doi":"10.60510/awfwi02304","title":"IGSN AWFWI02304 (EN22012-T06): Individual Sample (Biology, plant - Picea mariana) from Mackenzie Delta (Anderson Plain), Northwest Territories, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Delta; Hydrology (agriculture); Vegetation (pathology); Quality (philosophy)","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":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009598804,0.002950702,0.00281797,0.001822687,0.0004510475,0.0008150185,0.0033271,0.003341104,0.009889746],"category_scores_gemma":[0.001268308,0.002990442,0.0008407353,0.001274925,0.001280683,0.0004078474,0.001671552,0.002603388,0.00198468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120479,"about_ca_system_score_gemma":0.001240933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969547,"about_ca_topic_score_gemma":0.9977537,"domain_scores_codex":[0.9892592,0.0006504066,0.00178523,0.003835889,0.001521504,0.002947815],"domain_scores_gemma":[0.99145,0.002217706,0.001326079,0.003609869,0.0001866924,0.001209696],"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":[0.0002375262,0.0003014588,0.007442429,0.0004642152,0.002791306,0.0004911142,0.001572977,0.000004548968,0.000002738169,0.001010822,0.9849308,0.0007500975],"study_design_scores_gemma":[0.002256822,0.0002629579,0.001545926,0.0009338178,0.001628874,0.0001528332,0.0007172122,0.00002923637,0.00006632338,0.003720033,0.9855498,0.003136128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005037846,0.008025031,0.000945595,0.0003263764,0.007154137,0.00193471,0.9780203,0.002609886,0.0004801617],"genre_scores_gemma":[0.003494261,0.0003224484,0.005304784,0.0005680789,0.00705487,0.0006111065,0.9772894,0.004558087,0.0007969325],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.007905066,"threshold_uncertainty_score":0.9996976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285229246258317,"score_gpt":0.2616728676413088,"score_spread":0.2288205751787256,"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."}}