{"id":"W6955313903","doi":"10.57907/mirri/lgrkrw","title":"MIRRI0051704","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Layered Double Hydroxides Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Identification (biology); Natural (archaeology)","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":["insufficient_payload"],"category_scores_codex":[0.0003807003,0.0003779966,0.0004258195,0.0001173497,0.0003457936,0.0001712085,0.001137185,0.0002031483,0.9921599],"category_scores_gemma":[0.0001060716,0.0003473759,0.0002142148,0.0001690252,0.00007142058,0.00008249614,0.0005322861,0.0003921413,0.50486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754988,"about_ca_system_score_gemma":0.000233044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007643903,"about_ca_topic_score_gemma":0.00008687824,"domain_scores_codex":[0.9974244,0.0001734305,0.0005511169,0.0007805208,0.000575209,0.000495274],"domain_scores_gemma":[0.9978505,0.000219275,0.000373409,0.001332814,0.00004897748,0.0001750449],"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":[0.00001165011,0.0002053302,0.000001319326,0.00003729485,0.00001613007,0.00004001974,0.00001269095,0.00005574344,0.02091474,0.00009989285,0.9783902,0.0002149775],"study_design_scores_gemma":[0.0002146153,0.00001874579,0.000002249872,0.00002274035,0.0000843474,0.0000364843,0.00004389831,0.000007873359,0.01460123,0.000237124,0.9843289,0.0004018194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001069195,0.0004425514,0.00002884672,0.000917144,0.0008017537,0.0003460638,0.996199,0.0001452261,0.00005020668],"genre_scores_gemma":[0.0001499112,0.000248993,0.0005489115,0.0004836144,0.0004816994,0.0004336321,0.9949948,0.00004625797,0.002612151],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4872999,"threshold_uncertainty_score":0.9998978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704777741474485,"score_gpt":0.2524192362981671,"score_spread":0.2353714588834223,"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."}}