{"id":"W6919113841","doi":"10.60510/awfwi02221","title":"IGSN AWFWI02221 (EN22006-T16): Individual Sample (Biology, plant - Betula glandulosa) from Mackenzie Delta (Caribou Hills), Northwest Territories, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Delta; Sample (material); Vegetation (pathology); Hydrology (agriculture); 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002323918,0.001180843,0.001148956,0.0004810103,0.0001326492,0.0002923418,0.001266242,0.001280302,0.00254198],"category_scores_gemma":[0.0001742576,0.001146289,0.0003376655,0.0003778241,0.0002900153,0.0001202669,0.0003976029,0.001077675,0.0000322128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249506,"about_ca_system_score_gemma":0.000157345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962175,"about_ca_topic_score_gemma":0.9945275,"domain_scores_codex":[0.9961833,0.00009138107,0.0008968494,0.001203734,0.0004989979,0.001125691],"domain_scores_gemma":[0.9974539,0.0004353105,0.000191026,0.001421192,0.00006351088,0.0004350434],"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":[0.00001402603,0.00006172534,0.001259215,0.0003975149,0.0009390573,0.0001641153,0.0006537856,0.0003273672,3.546659e-7,0.0007821589,0.9898913,0.005509371],"study_design_scores_gemma":[0.0003115694,0.00007620738,0.000317344,0.0004498225,0.0003022366,0.00004318677,0.00008379761,0.0004390294,0.0001786106,0.00186989,0.9946217,0.001306623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003909705,0.01132673,0.01645794,0.00007504291,0.004731637,0.0005405366,0.965266,0.001149,0.00006209614],"genre_scores_gemma":[0.008310826,0.001346195,0.00406085,0.0001545823,0.002741502,0.0001815767,0.9821725,0.0009889636,0.00004298233],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01690647,"threshold_uncertainty_score":0.9990987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220619097683923,"score_gpt":0.2363359569907807,"score_spread":0.2142740472223884,"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."}}