{"id":"W6956755890","doi":"10.60510/awfwi02503","title":"IGSN AWFWI02503 (EN22032-T08): Individual Sample (Biology, plant - Picea glauca) from Richardson Mountains, Northwest Territories, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Precipitation; Quality (philosophy); 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":[0.000240469,0.001247022,0.001316026,0.0006111218,0.0001666255,0.0002645257,0.0008943222,0.001092435,0.001223704],"category_scores_gemma":[0.0003384301,0.001243581,0.0003001784,0.0004653195,0.0002630832,0.0001919331,0.000524666,0.0009691411,0.0002419848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004654189,"about_ca_system_score_gemma":0.0001496021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8873696,"about_ca_topic_score_gemma":0.8962154,"domain_scores_codex":[0.9961649,0.0000989925,0.0008993723,0.001193739,0.0005881692,0.001054858],"domain_scores_gemma":[0.9970679,0.001025807,0.0002477712,0.001259633,0.00009206047,0.0003068146],"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":[0.00001889735,0.00006221883,0.006087427,0.0005779645,0.001968016,0.00008813838,0.001891993,0.0002363291,0.000002059822,0.000684383,0.9875244,0.0008581654],"study_design_scores_gemma":[0.0006298931,0.00005461169,0.002284329,0.0003498424,0.000495566,0.00001535042,0.000352683,0.0002178561,0.0000294187,0.001284949,0.9929692,0.001316303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001132758,0.01181001,0.002417299,0.00009287374,0.005300255,0.0007091296,0.9755839,0.002231937,0.000721832],"genre_scores_gemma":[0.01373776,0.0005197325,0.002933878,0.0001843001,0.003812797,0.0002589545,0.9766633,0.001219508,0.0006697893],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.012605,"threshold_uncertainty_score":0.9996893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193867361996442,"score_gpt":0.2486464988525255,"score_spread":0.2267078252325611,"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."}}