{"id":"W6961569682","doi":"10.15454/5npyx6/2hha8s","title":"254447310097_201606071041_S01_GE1_107_Sep09_1_2.txt","year":2021,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"Date Palm Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Microtiter plate; Sample (material); Decantation; Identification (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002838183,0.0006114994,0.0008379955,0.00003055598,0.0003247151,0.0003147255,0.005374178,0.001116376,0.00714725],"category_scores_gemma":[0.004602427,0.0002475423,0.0001623828,0.001162287,0.0002478518,0.0003846173,0.004256321,0.002273479,0.004691893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543852,"about_ca_system_score_gemma":0.0001316184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578019,"about_ca_topic_score_gemma":0.004307613,"domain_scores_codex":[0.9945613,0.001275396,0.0005397722,0.00171846,0.000933119,0.0009719812],"domain_scores_gemma":[0.9951686,0.002286932,0.0002748861,0.001708199,0.0002843672,0.0002769835],"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":[0.0000120016,0.0001451699,0.00003338003,0.0001037243,0.0001103443,0.00007883424,0.000004917917,1.24204e-7,0.001150664,0.000001190608,0.950205,0.04815464],"study_design_scores_gemma":[0.0001192784,0.00007535213,0.0009178704,0.0002087779,0.00005843252,0.00001498281,0.00007185998,0.00001052872,0.0001223956,0.0000895352,0.9977009,0.0006100821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001916512,0.005886748,0.000002167692,0.001450417,0.0005652081,0.0004029877,0.9908561,0.0001075093,0.000537233],"genre_scores_gemma":[0.000003310705,0.02354774,0.0005920898,0.0006916983,0.001441111,0.00006656145,0.9701045,0.00000414503,0.003548832],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04754456,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4554186911898892,"score_gpt":0.4178813685250454,"score_spread":0.03753732266484378,"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."}}