{"id":"W6957029259","doi":"10.60510/awfwi02876","title":"IGSN AWFWI02876 (EN22065-T28): Individual Sample (Biology, plant - Salix sp.) from Northern Rocky Mountains, British Columbia, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Vegetation (pathology); Quality (philosophy); Population","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":[0.0009911739,0.001653887,0.001286473,0.008949688,0.002659064,0.001728406,0.00238815,0.001139637,0.1381597],"category_scores_gemma":[0.003123672,0.0008352164,0.0004436202,0.02031965,0.0004833337,0.000588431,0.001855816,0.0008560605,0.09505426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003541756,"about_ca_system_score_gemma":0.01024092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7031432,"about_ca_topic_score_gemma":0.7984341,"domain_scores_codex":[0.9990938,0.00003902996,0.00007764107,0.0002518711,0.0002688523,0.0002688769],"domain_scores_gemma":[0.9973735,0.0001621949,0.0002340018,0.0003950727,0.001435642,0.0003995975],"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":[0.000139728,0.00001874097,0.00434379,0.0005187259,0.00003112714,0.0000965444,0.0002893054,0.00008203976,0.0008680038,0.0005138774,0.9792804,0.01381775],"study_design_scores_gemma":[0.0000714604,0.00001325705,0.06154126,0.0003642751,0.00006538785,0.0001398401,0.0003539544,0.00007438441,0.0006635645,0.0004034901,0.9362779,0.00003131242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001757119,0.0001011941,0.0002658245,0.00004958502,0.00002901623,0.00004699999,0.9860408,0.0004197056,0.01128979],"genre_scores_gemma":[0.002424428,0.000133709,0.0007710533,0.00005790855,0.000011866,0.000160217,0.9838091,0.0004775449,0.01215411],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2968568,"threshold_uncertainty_score":0.59721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374852187975531,"score_gpt":0.2276832698729457,"score_spread":0.2139347479931904,"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."}}