{"id":"W6957094404","doi":"10.60510/awfwi02724","title":"IGSN AWFWI02724 (EN22053-T01): Individual Sample (Biology, plant - Picea mariana) from Tintina Trench, Yukon, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Quality (philosophy); Component (thermodynamics); Chemical composition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007922602,0.00179495,0.001663427,0.007621326,0.002479572,0.002148723,0.002635948,0.001337563,0.1508984],"category_scores_gemma":[0.001864317,0.0008050761,0.0007895864,0.012047,0.0005620685,0.0008163156,0.002461447,0.0008620301,0.195674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002349746,"about_ca_system_score_gemma":0.004100325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1290792,"about_ca_topic_score_gemma":0.2081697,"domain_scores_codex":[0.9989805,0.00003105108,0.00005498195,0.0003305152,0.0003337246,0.0002692387],"domain_scores_gemma":[0.9982192,0.00008473681,0.0001203141,0.0005958004,0.0007464421,0.0002334283],"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":[0.0004318605,0.00005703982,0.007429168,0.0008789506,0.00008679453,0.0001724671,0.0004273878,0.0003653014,0.01507402,0.002480426,0.9173121,0.05528463],"study_design_scores_gemma":[0.00003888595,0.00001802304,0.02453201,0.00007607874,0.00005980168,0.0001595405,0.0001701909,0.0001533876,0.003109219,0.0006846884,0.9709699,0.0000283946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006609912,0.0001917456,0.003502524,0.00007494228,0.00006981092,0.00009662256,0.9520653,0.004793041,0.03259603],"genre_scores_gemma":[0.004730882,0.0001157807,0.004500334,0.00006343588,0.000015322,0.0001633918,0.9704531,0.003661112,0.01629665],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8709208,"threshold_uncertainty_score":0.5048053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032247227672778,"score_gpt":0.2429168731435005,"score_spread":0.2225944008667727,"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."}}