{"id":"W6955230530","doi":"10.57907/mirri/mpigbs","title":"MIRRI0028491","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Identification (biology); Key (lock)","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":[0.0001719839,0.000442397,0.0003798778,0.0002165943,0.00007735774,0.00005792224,0.0004794888,0.0002373387,0.8676287],"category_scores_gemma":[0.00004037133,0.0004995296,0.000185748,0.0001787,0.00001430471,0.00004662226,0.0001210817,0.0009090808,0.110773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781558,"about_ca_system_score_gemma":0.00004118379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006903025,"about_ca_topic_score_gemma":0.00001582226,"domain_scores_codex":[0.998435,0.00003037535,0.0003754747,0.0003361361,0.0003399019,0.0004830785],"domain_scores_gemma":[0.9990242,0.00009106836,0.00005117714,0.0006666037,0.00001746374,0.0001495589],"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":[0.000001801121,0.00002001561,0.000001182452,0.0001708028,0.00007898676,0.00008818113,0.00001366272,0.158207,0.00003883386,0.000003076565,0.8407533,0.0006232082],"study_design_scores_gemma":[0.0002063226,0.00001258797,0.000001857164,0.00005115252,0.00006180095,0.00002507718,0.0000157006,0.005941383,0.0001416938,0.00002169171,0.992994,0.0005267016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004441703,0.002460236,0.0005416856,0.00004118074,0.003379112,0.0001410783,0.9925252,0.0007881806,0.00007897246],"genre_scores_gemma":[0.00005903371,0.001456155,0.0002024192,0.00007338035,0.000652043,0.00006109904,0.9961497,0.0001160895,0.001230141],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7568557,"threshold_uncertainty_score":0.9997456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005701354486574353,"score_gpt":0.18349223379104,"score_spread":0.1777908793044657,"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."}}